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メインページ Advanced Mathematics: Precalculus with Discrete Mathematics and Data Analysis
Advanced Mathematics: Precalculus with Discrete Mathematics and Data Analysis
Richard G. Brown
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Richard G. T L i - athematics Pfecuiculu with Discrete and Data Analysis thematics THIS BOOK IS THE PROPERT Y OF: STATE Book No. PROVINCE COUNTY Enter information PARISH in SCHOOL spaces to the left as DISTRICT instructed OTHER CONDITION Year ISSUED TO RETURNED ISSUED Used 4 ..U.(Lr&M..)>yb^ iXo2ucl<&4 PUPILS to or whom Lk&sa this mark any part of is issued must not write on any page any way, consumable textbooks excepted. textbook it in 1. Teachers should see that the pupil's every book issued. 2. The following terms should be used Poor; Bod. in name is clearly written in ink in the recording the condition of the book: spaces above New; Good; in Fair; FEATURES AND BENEFITS Advanced Mathematics Precalculus with Discrete Mathematics and Data Analysis To lay the groundwork for further study of mathematics at the college level, all standard precalculus topics are presented, as well as substantial new material on discrete mathematics and data analysis, pp. iii - xiii (contents). Numerous applications lessons, examples, mathematics 698 - 700. life to everyday and a variety of and exercises establish the importance of scientific and technical fields, pp. 43 - 48, Integration of technology throughout the lesson presentations, examples, and exercises fosters effective learning and prepares students for participation in a technological society, pp. 75, 131,690. variety of types and multiple levels of exercises meet many different teaching and learning needs. New communication exercises, including Reading, Writing, Discussion, and Visual Thinking exercises, are labeled for easy reference, as are The wide application exercises, pp. 107, 129, 154. Numerous worked-out examples, important results in tinted boxes, Class Exercises, Chapter Summaries, Chapter Tests, and Cumulative Reviews make the text accessible and easy to use, pp. 126, 172, '176. Activities in lesson presentations, Investigation and Research exercises, and e; nd-of- chapter Projects are especially useful in promoting active learning, pp. 19, 156, 210. The flexible outline, incorporation of technology, applications orientation, and provisions for active student learning meet contemporary standards (see and Approaches, pp. xiv - Key Topics xvii). Careers in Mathematics pages, Biographies, and other text references, establish the multicultural nature of mathematics and its importance to people of varied interests and background today, pp. xxvi, 366, 537. A Entrance Examinations gives students an excellent opportunity these important examinations, pp. 790 - 799. section on College to prepare for dvanced kTi athematics Precalculus with Discrete Mathematics and Data Analysis Richard G. Brown Editorial Adviser Andrew M. Gleason Teacher Consultants Martha Dane Maria R. F. A. Brown Camp G. Fierro Wallis Green Linda Hunter Carolyn Kennedy Littell Inc. A Houghton Evanston, Illinois Mifflin Company Boston Dallas AUTHOR Richard G. Brown, Mathematics Teacher, Phillips Exeter Academy, Exeter, New Hampshire. A teacher and author, Mr. Brown has taught a wide range of mathematics courses (or both students and teachers at several schools and universities. His affiliations have included the Newton (Massachusetts) High School, the University of New Hampshire, Arizona State University, and the North Carolina School for Science and Mathematics during the school year beginning in 983. Currently a member of the COMAP Consortium Council, he is an active participant in professional mathematics organizations and the author of mathematics texts and journal articles. 1 EDITORIAL ADVISER Andrew M. Gleason, Hollis Professor of Philosophy, Harvard University. mathematician and a member Professor Mathematics and Natural Gleason a well-known research is of the National Academy of Sciences. He has served as President of the American Mathematical Society. TEACHER CONSULTANTS Martha A. Brown, Prince George's Dane Camp, R. Supervisor of Mathematics, County Public Schools, Prince George's County, Maryland Mathematics Teacher, Downer's Grove High School, Downer's Grove, Maria F. Cerritos High School, Illinois G. Fierro, Mathematics Department Chairperson, Cerritos, California Wallis Green, Mathematics Teacher, C. E. Jordan High School, Durham, North Carolina Linda Hunter, Mathematics Department Chairperson, Douglas MacArthur High School, San Antonio, Texas Carolyn Kennedy, Mathematics West High Teacher, Ohio School, Columbus, TECHNOLOGY CONSULTANT Wade Ellis, Jr., Mathematics Instructor, West Valley College, Saratoga, California ACKNOWLEDGEMENTS The author wishes to thank Jonathan Choate, Mathematics Teacher, Groton School, Groton, Massachusetts, for contributing the material on dynamical sys- tems in Chapter 19. The author also wishes Professor of Mathematics, Bentley College, tributing the projects that follow Copyright No part of © Chapters 5, 9, 1997, 1994 by Houghton this Mifflin work may be reproduced or IL Donna DiFranco, 1 2, 1 8, transmitted and in and 1 All rights any form Manager, Rights is con- or reserved. by any means, recording, or by any informaLittell Inc. expressly permitted by federal copyright law. Address inquiries and Permissions, McDougal Littell Inc., P.O. Box 1667, Evanston, 60204. ISBN: 0-395-77114-5 for 9. storage or retrieval system without prior written permission of AAcDougal unless such copying to thank Company. electronic or mechanical, including photocopying tion to Waltham, Massachusetts, 23456789-000 99 98 97 \ ntroduction 05> % Dear Student, Welcome to this course you will have studied I in Advanced Mathematical This year well as extend those you many new topics as explore in previous courses. have written this book with the goal of making mathematics clear, interesting, and relevant. As a result, you will see many real-world applications of the topics you study. For example: • Exponential functions model population growth, decline of natural resources, and cost of a college education. • Logarithmic functions measure the intensity of earthquakes, the loudness of music, and the brightness of stars. • Trigonometric functions describe AM/FM radio waves, the pattern of the tides, and the daily change in the time of sunset. • Discrete mathematics provides techniques for calculating the return on a financial investment, deciding which mix of products to manufacture, and predicting the course of a • flu epidemic. Probability theory predicts potential gains and losses with car insurance, business decisions, and even multiple choice tests. • Statistics helps organize and analyze many types of numerical information, such as percentile ranks, sports data, and advertising claims, that bombard us daily. As you see the wide range of fields that use mathematics, mathematics will play a role in your own think about how future. Take full advantage of this course to prepare for the many opportunities ahead. I'd like to offer you the advice that Math is I offer my own 5*T^ students: not a spectator sport! Don't just watch other people do mathematics! Stay actively involved by doing the activities, participating in classroom dis- cussions and group work, reading the text and examples, and working on the exercises and projects. I hope you find ' the course useful, stimulating, and enjoyable. Sincerely, • s !L^ j_* ontents • Functions, CHAPTERS 1-6 Graphs, and Applications alcul pplications Calculate a swimmer's rate of speed or see how the State Conservation Department uses estimation skills to approximate the number of deer in a mountainous area. roblem Solving Take a closer look at the motion of the through trigonometric modeling. tide easoning Create your something own argument proving either right or wrong. is ommunication Increase your ability to explain a math concept clearly and concisely. echnology Move into the wonderful world of mathematics through calculators and computers. \ Functions, Graphs, m m &** l&fe Chapter 1 Linear and Quadratic Functions Linear Functions 1-1 1 -2 3 1 -4 Points and Lines 1 7 Slopes of Lines 14 Finding Equations of Lines Linear Functions and Models 19 Quadratic Functions 1 -5 The Compl 2x Numbers 25 1 -6 Solving Quadratic Equations 30 1 -7 Quadratic Functions and Their 37 Graphs 1 -8 43 Quadratic Models 10, 19 Activities | Technology ' HH Graphing Calcu ator/Software 3, 5, 36, 40,41,42 Calculator Exercises 13,29 III/ Computer Exercises 29,36 II Tests and Review Chapter Summary 48 Chapter Test 50 ^\ Chapter 2 Polynomial Functions Zeros and Factors of Polynomial Functions 53 2-1 Polynomials 2^2 Synthetic Division; The Remainder and Factor Theorems Graphs; 58 Maximums and Minimums 2-3 Graphing Polynomial Functions 2-4 Finding 62 Maximums and Minimums 68 of Polynomial Functions Polynomial Equations 2-5 Using Technology to Approximate 75 Roots of Polynomial Equations 2-6 Solving Polynomial Equations by 80 Factoring 2-7 General Results for Polynomial 85 Equations Activities 62, 63, v 64 Technology J Graphing Calculator/Software Chapter 3 62, 63, 64, Inequalities 65, 67, 69, 72, 74, 75, 78, 93 Calculator Exercises 74 //// Computer Exercises 58, 79 ! Historical Development Tests Inequalities in 3-2 88 Chapter Test Variable Polynomial Inequalities in Inequalities in 91 3-3 93 100 Variables Polynomial Inequalities Two 3-4 Two Linear 95 One Variable and Review Chapter Summary One Linear Inequalities; Absolute Value in 104 Variables Programming 108 101 Technology J Graphing Calculator/Software Tests i 1 102, 104 and Review Chapter Summary 114 Chapter Test 115 Cumulative Review 1 -3 116 Careers in Planning Architecture and Urban 117 Chapter \ 4 Properties of Functions 4-1 Functions 119 4-2 Operations on Functions 1 24 Graphs ond Inverses of Functions 4-3 Reflecting 4-4 Periodic Functions; Stretching 4-5 + *++ Graphs; Symmetry 131 and Graphs Translating * Inverse Functions 1 38 1 46 Applications of Functions Two 4-6 Functions of 4-7 Forming Functions from Verbal Variables 151 ^^^^^^^bbbb^i^^hi 157 Descriptions Chapter Analytic Geometry 131 Activities Technology I Graphing Calculator/Software 1 27, 130, 131, 138, 145, 150, 158, 162, 164, 167 1 1 Calculator Exercises Tests 1 50 and Review Chapter Summary 1 Chapter Test Introduction 213 6-1 Coordinate Proofs 214 6-2 Equations of Circles 219 6-3 Ellipses 225 6-4 Hyperbolas 231 6-5 Parabolas 238 6-6 Systems of Second-Degree 6-7 A New Look at Conic Sections 29, 1 1 6 65 66 242 Equations 247 226 Activities Technology Chapter 5 Calculator/Software J Graphing Exponents and Logarithms 220, 223, 1 224, 228, 229, 230, 235, 241 Exponents 5-1 Growth and Decay: 5-2 Growth and Decay: Rational //// Computer Exercises Integral Exponents Communication 175 Biographical Note Tests Reading Exponents 1 169 5-3 Exponential Functions 180 5-4 The Number e and the Function e* 186 .ogarithms 5-5 Logarithmic Functions 191 5-6 Laws of Logarithms 197 5-7 Exponentia Equations; Changing 1 203 Bases 180 ,187 Activities Technology Graphing Calcu ator/Software 1 85, 187, 191 3,195,201,205,206,207 ,210 1 //// Computer Exercises Tests 190 and Review Chapter Summary 208 Chapter Test 209 Newton's Law of Cooling 210 Project , 242, 245 231 246 237 and Review Chapter Summary 252 Chapter Test 253 Cumulative Review 4-6 254 Trigonometry •3* m/./l Chapter 7 Trigonometric Functions i Angles, Arcs, 7- 1 7-2 1 and Sectors Measurement 257 of Angles y 263 Sectors of Circles rhe Trigonometric Functions 7-3 The Sine and Cosine Function: 7-4 Evaluating 7-5 The Other Trigonometric Fund ions 7-6 The and Graphing Sine 268 i 275 and Cosine 282 Inverse Trigonometric ' Functions Activities 286 269 Technology J Graphing Calcu ator/ Software //// Computer Exercises Tests &£, 280, 285, 290 < i 274 and Review Chapter Summary 291 Chapter Test 293 *»*». *. Chapter 8 Trigonometric Equations and Applications Equations and Applicat ions of Sine Waves 8-1 Simple Trigonometric Equations 295 8-2 Sine and Cosine Curves 301 8-3 Modeling Periodic Behavior 308 Identities > V and Equations 8-4 Relationships 8-5 Solving Among More the Functions 317 Chapter 10 Difficult Trigonometric Addition Formulas 323 Trigonometric Equations 1 0-1 Formulas for cos (a ± /3) 1 0-2 Formulas for tan (a ± /?) and sin (a±0 369 318,319 Activities 375 Technology 10-3 1 Graphing Calculator/Software 306, 31 0, 31 4, 31 5, 31 9, 321 Double- Angle and Half-Angle 298, 300, 303, , 325, 326, 327 //// Computer Exercises 380 Formulas 1 0-4 Solving Trigonometric Equations Activities Biographical Note Tests 386 322 380 323 Technology and Review Chapter Summary 328 Chapter Test 328 Graphing Calculator/Software ~] 374, 378, 384, 386, 388, 38 9, 390, 391 //// Computer Exercises 391 Communication 379 Discussion Chapter 9 Triangle Trigonometry 9-1 9-2 The Area of a Triangle 339 9-3 The Law of Sines 345 9-4 The Law of Cosines 350 9-5 391 Chapter Test 393 359 Chapter 346 Polar Coordinates 1 1 1 -3 Powers of Complex Numbers 1 1 -4 Roots of 1 1 Graphing Calcu lator/Software 334, 338, Tests 338, 355 and Review Chapter Summary Complex Numbers 407 412 Technology 364 Graphing Calcu ator/Software 3 97, 400, 401 365 > ?/// Project Computer Exerci ses Biographical Note The People of Mathematics 403 409 Activities "1 Chapter Test 395 Geometric Representation of Complex Numbers 34C ), 343, 344 //// Computer Exercises and Graphs -2 Technology L 1 Polar Coordinates and Complex Numbers 11-1 Activities Chapter Summary 355 Exercises Applications of Trigonometry to Navigat on and Surveying and Review 331 Solving Right Triangles Mixed Trigonometry 375 Biographical Note Tests 366 Tests 402 411 and Review Chapter Sl mmary Chapter Te St Cumulative Review 7-1 414 415 416 Discrete Mathematics and Data Analysis Chapter 12 Vectors and Determinants Properties 12-1 and Basic Operations Geometric Representation of 419 Vectors 1 2-2 Algebraic Representation of 426 Vectors 1 2-3 Vector and Parametric Equations: Motion 1 2-4 432 a Plane in and Perpendicular Parallel 441 Vectors; Dot Product rhree Dimensions 1 2-5 Vectors in 1 2-6 Vectors and Planes Three Dimensions 446 452 Determinants and Their Application! 1 2-7 Determinants 1 2-8 Applications of Determinants 1 2-9 Determinants and Vectors Three Dimensions Activities 458 461 in 465 434, 459 Technology Graphing Calcu ator/Software '• 434, 437, 1 438, 439 '/// Computer Exerc Tests ses 440, 467 and Review Chapter Si jmmary 468 Chapter Te St 469 Project Uniform C ircular Motion 470 Chapter 13 8 Sequences and Series Finite Sequences and Series 13-1 Arithmetic and Geometric 473 Sequences 13-2 1 3-3 and Geometric Sums Arithmetic Their Infinite and Series 486 Sequences and Series 1 3-4 Limits of Infinite 1 3-5 Sums 1 3-6 Sigma Notation 13-7 479 Recursive Definitions 493 Sequences 500 of Infinite Series 506 510 Mathematical Induction ES1BH 474 480 < Technology Graphing Calculator/Software j 480, 483, 485 486, 489 Calculator Exercises 498, 506 I'll Computer Exercises 499,510 I 499 Biographical Note Tests and Review Chapter Summary 514 Chapter Test 515 Chapter 14 Matrices _ Matrix Operations i 1 4- 1 4-2 Matrix Multiplication 1 4-3 Applying Matrices 1 Matrix Addition and Scalar 517 Multiplication 523 to Linear Systems 530 Applications of Matrices i m mm 1 4-4 Communication Matrices 537 1 4-5 Transition Matrices 543 1 4-6 Transformation Matrices 551 Activities 553 Technology Graphing Calculator/Software 536,541, 542, 547, 550 Biographical Note Tests ^^:>%m 537 and Review Chapter Summary 560 Chapter Test 560 Cumulative Review 12-14 562 O.RTH CAROLINA " thS- ALOHA STATE Combinatorics 15-1 1 5-2 Venn Diagrams The Multiplication, Addition, and Complement Principles 1 5-3 Permutations and Combinations 1 5-4 Permutations with Repetition; Circular Permutations Mixed Combinatorics 1 5-5 Exercises The Binomial Theorem; Pascal's Triangle Activities Technology //// Computer Exercises Tests and Review Chapter Summary Chapter Test J Graphing Calculator/Software //// Computer Exercises 618 618 Communication Reading Tests 623 and Review Chapter Summary 636 Chapter Test 636 9 nrm Chapter 17 Statistics Descriptive 1 7- 1 7-2 1 Statistics Tables, Graphs, and Averages Box-and-Whisker Plots 17-3 Variability 17-4 The Normal Distribution Inferential Statistics 17-5 1 7-6 669 Sampling Confidence and Intervals for Surveys Polls Activities Technology //// Computer Exercises Note and Review Biographical Tests Chapter Summary 680 Chapter Test 681 Curve Fitting and Models 1 8-1 Introduction to Curve Fitting; The Least- Squares Line ns 1 8-2 1 1 Fitting Exponential Curves 8-3 Fitting Power Curves 8-4 Choosing the Best Model 700 Activities Technology J Graphing Calculator/Software 684, 689, 690, 693, 700, 705 Tests and Review Chapter Summary 709 Chapter Test 710 Cumulative Review Careers in 1 5-1 Genetics and Statistics 71 71 Project Preference Testing 71 Limits and Introduction to Calculus » • • ^ • • Chapter 19 ' • Limits, Series, and Iterated Functions • • • Limits Limits of Functions 717 Graphs 726 19-1 1 9-2 of Rational Functions Series 1 9-3 Using Technology to Approximate the Area under a Curve 729 1 9-4 Power Series 733 Iterated Functions Analyzing Orbits 737 Applications of Iterated Functions 744 19-5 1 9-6 726, 730, 737, 739 Activities Technology j Graphing Calculator/Software 726, 728, 729, 731 Biographical Tests , 722, 724, 745, 746, 748, 749, 750 736 Note and Review Chapter Summary 748 Chapter Test 749 Project Chaos in the Complex Plane 750 .: • # <& Chapter An Introduction 20 to Calculus 20- 1 The Slope of a Curve 20-2 Using Derivatives 757 Curve in 764 Sketching 20-3 Extreme Value Problems 20-4 Velocity and Acceleration 769 774 769 Activities Communication 763 Visual Thinking Tests and Review Chapter Summary 781 Chapter Test 782 Cumulative Review 1 9-20 783 784 Geometry Review Properties of the Real Number System Trigonometry Review College Entrance Examinations Tables Appendix 788 789 790 800 1 822 Graph Theory Appendix 2 830 The Median-Median Line Appendix 3 Descartes' Rule of Signs and Bounds for Real Roots Appendix Partial Fractions Appendix 835 4 838 5 Tangents and Normals to Conic Section: ,842 6 Graphing Calculator Applications Appendix Refresher Exercises List of Symbols Visual Glossary of Functions Glossary Index Answers to Selected Exercises 846 854 864 866 868 874 pplications Discussion Pic t. "When mam am ever I 10. variables m in Dis> It b. Skclch some con ih.n person pays lor auto insurance ,i whai some s = N/T 2 /(.. v> a. Communications Consumer Economics Economics .Consumer Economics vested 4 a func- 38. The Consumer Economics 39. Social CM What 1 the ai are the About how many years does double your money est' at ' intcrc-M \ti'i Consumer Economics 2. The graph various speeds tor 2400 ll gtven is ? ciency cling h.ishee -is ViOO shows ihe tucl efficiency can. Tne fuel efficiency is when has ir speeds trav does as a have approxi- lb car mately the same fuel Ciency a effi- 25 Hli/h? ai what At C. lb have approxi- lb car mately the same fuel ' and 3600 . what other speed will 3000 lb. lunc I _?_ and lion of b. At the right below at 3000 lb. miles per gallon (mi/gall in Fuel efficiency a. interest 1291 inter- at ' lake to it X'ft at compounded annually 2400 a effi- car lb I r.Hc uf increase Research Look Then determine in (U ihe ncarcsl tenth of a percent) from 1984 |Q traveling at 55 mi/h? 1988? ihe average annual rale of increase do what d. Regardless qj an almanac to find Ihe current consumer once index weighs, ihc nearest tenth ol a iched" from 114.001. ai i h> universiiy state to $18,500 in the What has been in the average annual growth rale 4 expenses ' this ll what continues, penses he 4 L-jrs \ Research Find Mining Psychology Transportation you and Us 25 30 35 40 45 50 55 60 65 maximum is luei effici Yearly expenses caJ .. approximately ai what speed percent! for this index since l°R4. (See E' 41. Education Polling shown the rightmost = 100(1 OB) \ equations of the other two curves' C. Economics The rMUtlflW price inde\. (CPh is a measure of the average cost of goods and services The United Slales government sei ihe indci ji HKi lot the period 1982 1984 In 1988, ihe index was 18.3. What w.is ihc average annual 40. Science Archaeology Education is (or several i di i The equation of right curses price of firewood lour >c (he annual rate of increase in ihe versus 1 consnVni values ol Statistics cord.Tmijv acnirfnf wood costs $182 To (he nearest i' i of Ihe graphs of b. ihc nearest percent, the value of in- is compounded * fa later is \ = 100(1 1 The formula shows that A l Manufacturing Operations Research in 1980 was sok what was the annual ntt ol ap ihc house" moo it rate amount Linear Programming house bought tor 150,000 interest at annually, then the accumulated a. finance Industrial Design A — = WRITTEN EXERCISES Business To hi Duelneee going to uee this?" 37. Finance 5). ) domain of Ha, h) noi in the Q R-4,3), and/(0. curves ol the function ni HI ol these variables find ,<3.4i. "v- COS) growth will in rale the ex- from HOW the present that interests several yean ago Find the average jnnual growth rate Solve. >' 43. a. (4, 45. £- Z^ 4" V Factor. = 9* = - : I = 15. Dally Life 81 49. a. i 1 + ir' - 4<i> factor out a ~b .] Forestry Horticulture landscaping Music Plumbing |.r 19. 1 -4|<3 16. |.. a3 18. ' = 20. |. |.i y 7| - 1 23. [4j Q K| 4 -4|s 5 + 8|<9 21. |2t Carpentry n F.xercise 49iai 17. 25. HotltCuHure > < J 2| 3| = 7 - 71 + • - 22. |3j |34 |6- 24. -I " "| 2: < lr| 12 Plant experts advise that gar- denias kept indoor, musi have high humidplenty ol sunlight during the day. and ity, 4 temperatures cool degrees Fahrenheit C = ^{F that sponding - The recom- night. at mended nighttime range temperature is 60° express .12). temperature in F s 65° Given =s corre- ihe range degrees in Celsius 2*. a. Writing Recreation Use the geometric definition of and |.i| the definition of ; bined inequality to wnte a sentence that gives the meaning of the e Sports b. Solve the inequality 2 c. Solve the inequality I < £ \\\ < |ij <5 4 and graph and graph In Exercises 27-32, solve Ihe given inequality 27. | £ \x - 4) £ 3 29. S 31. —< solution its solution. and graph 28. 2 - 7j < 2 (jr its 2 {Hint Consider two case I se the following definition of |.i t | .) < solution its \x - 6| s 1 + 3| < 30. 0< 32. 7^"7>4 1 5 1 o complete E,ercwes 33-37: w-L It . if 1 2 < 0. 0. Solve. Q33. 35. |.| + Show 1 3) 36. a. a -2| = 2 that \ah\ = |.. > and h 34. \a\ • \h\ < f>. when and Give ihrce examples (4) investigation plex number Use the a. to - Chapter if > + 1 h\ 1 £ we |«| |«| and h and h mangle + + |.-2|>5 > 0: (2) < a and h > 0. < inequality \h\ will define the absolute value of a com- V i + v- Decide whether the triangle v + w| a and h are complex numbers. as follows: inequah'y holds 37. In < illustrating the \a b. a (I) a | = 2 triangle inequality stated in Exercise _36(a) to prove h\ - \a\ + |n| b. M - \h\ S Iff - h\ tneaualiues * Earth Science Conservation Q Geography w 52. Geology The Richicr scale proposed s 1935 by Charles Richier in was It Geology Meteorology Oceanography re- The Richier magnitude. R. fined in 1979 of an earthquake given by. is R = 0.67 log <0.37£) + 1.46. £ is the energy in kW h released where • by the earthquake. a. b. Show Show E = 2-7 10'* " if R increases by • thai thai *6 "067 ' . £ unit, 1 increases by a factor of about 31. 53. If 9 ,v "' strip is multiplied out and typed on a is of paper. 3 digits per centimeter, about how many kilometers long would The common logatell you how many the paper be? [Hint- WRITTEN EXERCISES rithm of a number can digits the number The San Andieas has.) you know about positive numbers a and h 54. Suppose that a. Find /<! fault In Exercises 1—4. state any ei =/<oM /is that /(oft) a functic all b. Prove that fla | 2 ) = If la) and/tV) What 3/(o) 1. generaliz A senator explain- 2. Prove does that this f(\a) = \j\a) and fC&a) What -j-/(a). Prove that fU) ~f(b). g. If/(IOi = A ( 4. that satisfies the original equation. which /To = 2 and /<*) find the values of r for = i by stating that 60<V of (he mail bill bill. form on which they tan choose one to mail in a is the choice of the majority of the citizens. first radio talk show host invites listeners to telephone the station and talk about lechngs on a proposed highway to be iheir m Try to find a function / I. 3. =/(«) f. you think might > newspaper asks readers \ liis charge = that of three ways to finance improvements to the zoo. Based on the responses, the newspaper reports that financing the improvements b> raising the admission generalization suggest? d. Prove that/(^) B vote received favored the suggest' c. s situation discussed. I. built in their A new spaper reporter randomly slops people going "Docs your family use newspaper coupons?" in a count) grocery store am! .isks Farmingion High School, there are 360 ninth- or tenth-grade students and 320 eleventh- or twelfth-grade students. A poll shows thai 2 out of 40 ninth- 5. In 3. 1 or tenth-grade students intend to vote for Lahey as student council president 5-7 Exponential Equations; Changing Bases jImi for Objective To cuuatum\ and e xponcnliat sol\ fromo An exponential equation base is to change logarithms to 6. another in the you In this section, solve exponential equations involving a \ Twenty-five percent of a city's employees who exponent. how will see live in the city | 7. as lime. employees preferring an increase Estimate the Manufacturing I. suburbs if and 75% thc> live in the employees would prefer II) number of years of light = in in pay in pay. Estimate the percent of to an increase in bench's service ol 200 (actors w orkers based 5 where the years of serv ice reported are on 15. 8. 20, 5. 12. one hour, a Life packaged 150 boxes of factory ami Logarithm s total a sample of size n to use logarithms to Exr>» live in the It to vote increases in pay or increases in benefits. Eight of the to city dwellers and four city 8. amble such and 10 who live in the city of the 10 suburbanites preferred an increase These exponential equations are special because both sides of each equation can easily be expressed as powers of the same number Usually exponential equations my that surrounding suburbs The mayor conducts a small sursey asking an equation that contains a variable Here are exponential equations you can solve from Section 5-2. -3 2' 9^ = 3^3 = 8 cannot be solved this 24 out of 40 eleventh- or twelfth-grade students intend Lahey. Estimate the percent of the student body favoring Lahey -hows Estimate bulbs. number of defective packaged sample of 8 the light total bulbs Science hour based on a that bOXS containing the following numbers of defective 9. . 3a . Draw two vectors a and Investigation - What do you nonce' 3b. A Navigaticn before km - 3(a b, km west from port and then 240 - must take from port find the course that a rescue ship due in 3. Ecology The 1,2,9, 5. 4, 3 to estimate the number of deer a mountainous It in On 6 N west acting on a body approximate direction On Aviation strength its (as a . 12 arc lagged. Estimate the number of deer order to reach at illustrates a force Illustrate the resultant in the area. number of degrees west of 400 knots blowing toward the northeast N nc sum of tb of 8 Nutrition * of an wind velocity of 50 knots Illustrate a If the airplane north) of this force. that illustrates the velocity encounters wind, this illustrate its Estimate the resultant speed and direction of the airplane. resultant velocity Physiology Then, using trigonometry, determine the graph paper, make a diagram airplane heading east Physical Science iThe direction i> the angle the resultant makes with due north measured clockwise from north.) . A a. Sports 2 swimmer km/h The river is 4 leaves point km w ide A swimming south across and flows east at the rate of 1 a mer ji km/h. Make a vector diagram showing her resultant velocity How long will it take her to swim across the river'* How far east does she On graph paper, make a vector diagram showing an airplane heading southwest at 600 knots and encountenng a wind blowing from the v Show the plane's resultant velocnv when the wind blows at lai 30 knots. (b) 60 knots, and (c) 90 knots 13. Aviation 14. Navigation On graph paper, make a Astronomy Aviation b. Calculate her resultant speed. c. Chemistry Civil Engineering Electronics Engineering vector diagram showing a motorboat heading east 31 10 knots. Add diagram a vector representing rent moving (c) to your if the the current at (al 2 knots, lb) 3 knots, and 4 knots. 15. a. Navigation Make a diagram show- mi 040° followed by ing the result of sailing a ship 3 on a course of sailing b. it 8 mi on a course of 100". From your diagram, estimate the distance of the ship from its start- ing point. c. Find the exact distance Of the ship from its starting point by using the law of cosines. 424 Chapter 7VW,, Mechanics a cur- Show southeast boat's resultant velocity moves Biology Ecology Medicine s Statistic: graph paper, make a diagram that a force of two forces and estimate . Animal Science captures and tags 80 deer and then releases them. Later n captures 156 deer and finds that disabled ship. and Agriculture State Conservation Department wants area. b>. Use trigonometry disabled. Illustrate this in a vector diagram is it Sketch a 7 ?00 ship travels b. bulbs: 5, navigation Optics Physics Space Science Surveying Telecommunications Thermodynamics XVIII roblem Solving "Did you ever try to eolve a problem but know where to begin?" didn't 1-7 Quadratic Functions and Their Graphs To define and graph amadrnhc functions The graph of the quadratic function ft*) o( points (i. i) thai satisfy the equation > niu. a in the curve that can be teen, for example, = *hcrr i ai~ + hi + in the * u ,j This graph i iv If vertical the axis and the yon include mathematical modeling to help you describe real-world situations. Chapter 6 rwwwm then » hen you fold the graph aJong this two halves of the graph coincide. The graph of a quadratic function has a nil Dl \vmmetry. or axis. The vertex of the parabola is the pomi where of symmetry intersects the parabola. If a > 0. the parabola opens upward, function has a minimum value. If a < 0. the parabola opens downward, a graph has an <iuj «y axis, the Sections the vei a jsu/oh- is cables of a suspension bndgc and path of a thrown ball. Parabolas can also be defined geometrical h. wifl sec in and the function has is_ = «JT + ltr + a . maximum In the figure at the far tight value The bigger the narrower the parabola \a\ is. below, the graph of = i Sx* narrower than the is v i graph of ends of a string to a piece of card- with board Make thumbtacks sure the N some slack Keeping the vtnnj: draw a curve on the cardboard as shown Describe the curve traced by the string has taut, P Repeat pencil point moving the lacks the experiment by involved F,ie.O) and If set of all points PF The .-intercept of . parabola with equation ax ; + bx-i i\ f2 <-r.0t m the plane and a then the 2 an ellipse This ] is P in the c < a, understanding. plane such ihjt the geometric definition of A hands-on an are called the foci of ihc L-ks 10-4 Solving Trigonometric Equations two fixed < ui.\ In activity where On are the foci and the mi (or the ellipse with foci F,t< . hi. To use identities toward Earth's the onrfnee FF2 physics, g '+ is ally constant we have - Or)) 2 + 2 = in V(x + c) 2 + y 2 - U - V(7^ J = 4u - 4oVU - c)' + y 2 + [U V(jt In theoretical g. is varies but A with latitude : = usually considered is However, g constant. in I called acceleration due to gravity, often denoted by not actu- j. 4a - 4aV(x 2 4a -AaVfx c)2 + y2 + e) 2 + y j z - = For .in 9.78049( I example, » - 066V1 0As you *- terms of -= - a \7T Gl.it/ acting on itt) creates you .ind two methods 8 N,n live - 0.000006 Chicago, in sui 2 this waterfall 2») which has a 42 latitude N Therefore, g = 9.803* mis' example, some problems involve trigonometric have multiples of angles or numbers. The following suggests that this may be helpful in solving such equations The first method gives a graphical method using a graphing calculator or computer, and the Sections present alternative methods second method gives waw (or solving the equation algebraically mm < MM. Use a graphing calculator or computet to graph v = f(x\ and y = giti on the same set of axes. Use the zoom or trace feature to find the x<oordinales of any intersection points of the two graphs. of Use the following guidelines. may be solving j problems. b. If the It helpful to see roughly draw a quick sketch of where the solutions v = /( * i and are. equation involves functions of 2x and i. transform the functions of 2t into functions of i by using identities. c. If the equation involves functions of 2j only, solve for 2x directly and then solve for d. Be careful not to lose n»ois when you il is usually better to t divide both sides of an equation by a function of the variable. Review the discussion about losing roots on pages J2 386 Chapter Ten •V-V) on 20 - 0.9945. can see from equations that t '+y 2 0. : 0.005288 if . rwiginf terms: the latitude in degrees g 2< 2 by using the following formula. in + c) 2 slightly good approxima- tion to the value of g can be lound which expresses g F 2 t-i.0t. we 0) and the ellipse, then express PF, and acceleration of a body falling J3 . substitute b~ and help build 2a of fin : are a constant. is ~PF 2 = "*y, may have two, one, b — 4ac. we have shown in the diagra The get you apart or closer farther together poind Activities Vi y 2 2 c r 2 » lei you construct an ellipse. _.-;^ ;.'»: Q 23. If 4 a zero of fix) is 24. If 2f is a zero of /(«) = Si3 + fct - 2. = i* + x' + a. A quadratic 26. The leading coefficieni of a cubic polynomial linear term is no P polynomial What 27. a. -5. If PtO) = 7 and PQ) = P and 0. 2. ± Find a quartic function with zeros = 7* 30. If gix) = 3 31. If /< = mx + 29. If fix) i) + - depend on not 32. lf/( r) = r a. /(9.2) 2, find: k. i show or h and h * - /in = 3(l + - IK-r 2)? * 4 b. fix b. g{x «<4.25) value of that the - 4)? in and -4. 3 and -/(8.2) 8i. find: a. git.25) I 3. 3. are the zeros of the quadratic function b. Find a quadratic function with zeros 3 and the coefficient of the /HI = 2n - arc the zeros of the quadratic function Find a quadratic function with zeros 2 and Find a cubic function with zeros What is 2, 21. find P(3). b. c. a constant term of 6. and of P. c. 28. a. - 2. has leading coefficient linear term. Find the zeros V % find the value of *. find ihe value of a. 25. fi * + h) W * + + \) 2) 3* - fix) - gix) * where h docs 0. Investigations Inlerprei this result graphically 0. find the value of fjx*h)-/U) expression independeni of the values of z and the value of this Is help you discover relationships and connections In for the function of h. Exercise 317 33. Investigation Multiply several pairs of nonzero polynomials What the is relationship between the degree of the product and the degrees of the factors? How can you use this relationship to justify saying that the polynomial no degree, even though all other constant polynomials have degree 0? 34. a. Consider fix) = 2 x the + 2x following + table of values for the quadratic mathematics. has function 3. JY b. What pattern do \ou observe in Make a difference table similar What pan f(x) = 2-«" - 3i - c. Do 1 the differences in the values like (hose you observed 35. Investigation If Experiment vUhdifl (See Exercise 34.) Chaos Can you Complex Plane the in in parts difference tabic detect a you've explored some of the systems dynamical Section 19-5 and presented Projects in 19-6, then you're probably well aware that iterating a function— no matter how simple rule —can produce its provide you with opportunities to explore interest- unexpectedly complicated orbits for certain seeds The results are and exciting even more unusual v, hen function a domain and range, which were of sets allowed to be ber, sets instead. In s ing topics through experiments. until nov. numbers, real are of complex numfact, iterating function with a complex a Discover how patterns can produce exceptionally Intricate and domain and range can produce exceptionally intricate images, like and beautiful graphic the one shown. $» FiltaHn Julia ol tiz) = z2 - Oin * 0.861' Materials: calculator with a computer or programmable graphics mode Complex Orbits Suppose we have a --:=/!--, I : pnnter that : is gives the orbit of a c beautiful graphic images. a graphics s (preferablv color graphics) function /ui where some complex seed i :omplex number. Iterating/!:) using :n =/ 2 l--o> For some parts of the following exercises, you may wish For example, the orbit of /(:> = :- :,, .-, .-, :, : = 7. a. is: =1+2, = 11 + 2il ! = -3 + 4i = (-3 + 4.|-*= -7-24i = (-7 - 24iV = -527 + lor. b. | calculation of such orbils is besl At the lop of the neM page /CI = 2 for any seed computer A sends messages to Ship B. Ship B sends and receives messages from Ships C and E. Ship D sends and receives messages from Ship C. Ship E receives messages from Ships A and C. Draw this network. Ship M that models this communication network, labeling row* Write the matrix and columns alphabetically. 2 Explain what the element Find M in the fifth row, -second column means. number ways messages can be . d. Find the matrix that represents the The to use software or a calculator that performs matrix operations. 1 e. is i ro- 8. a. Yog do not need to calculate M rangers, | row 4 of M sent are used b> forest rangers to is. Make a communi- diagram showing five pairs having two-way communication, some pairs having Current technology one-was communication, and some having no oonunliniattiOfl Write a matrix to model the communication between the forest rangers. M M Find 9. some in .) Suppose radios of varying quality cate with each other in a large national park LJ ot from one ship to another using at most one relay. Reason from the network diagram what the last element + W. What information does this network The diagram below models matrix give you? is used to solve complex real-world problems. If a person has only outgoing arrows, then that person a transmitter of the is rumor A perNon having only incoming A i the I r person having both outgoing and incoming arrows is a rela> point for the spreading of the rumor. a. Identify the transmitters, receivers, and relays for b. How this tify 10. Let network. can you identify a transmitter by looking at rumor matrix? the corresponding How can you iden- a receiver? M be a matrix that illustrates com- munication operators among If M~ several Ham radio contains no zeros. what can you conclude 1 easomng What do you haulm; company needs can be moved along traitor highway a to the top the trailer If of the 9 ts w>de and in n traileri. will a large house passes under a bridge with an m wide at (he 2 1 w nether determine 10 thai opening in (he shape of a parabolic arch. the center Vrove it to me!" You need to decide! A 42. Trarnaorrjtioi think?" base and ft mult measured from 3-2 m high in the ground I under the bridge fit 9 8 Quadratic Models Wnbng To model real-»or1d uruatiois usint quadratic functions and 16 you made a prediction Which of these predictions do you think has a better chance of being correct? Write a few leniences explaining y a I?. In each of Exercises 15 The table snows statistic* for the ten players of a college basketball team opening same of the season. I se the data lo complete Exercises |»->0. " HMMtx pined 1 Hi III fa* 1 II 1 1 25 21 II 16 13 ;: 10 15 II 1 6 4 1 HI 4 6 .' 5 2 3 2 : 1 21 musts are fascinated by the ability of birds to travel great distances without ipinc L sing wind tunnels to monitor parakeets' oxygen consumption and cardiosidc production in flight, they have investigated the rale at which parakeets The data in the tabic below show the number of number of calories needed to move each gram end energy in level flight. met burned »dj weight per gram hour (the for one houn for three different (light speeds. ii 1 we want lo predict the bird's energy some other flight speed, we will want If I I Lse compuler software to make a scatter plot, at draw ind a good mathematical model baaed on the least-squares line, find The information kc data. equation, and find the its bed on each ended decreases arty flight is Decision making 19. minutes 1 < can find many kinds of ^ 138" through these data points £ 12ft" ; H° We is One would not be more possible curve 21. Writing Refer no the results of Exercise 20. Docs the positive correlation between fouls committed and points scored suggest a cause -and -effect relationship between fouls and points* As a coach, would you adsisc playing more defensively and thus committing ers' potnis vcorecP Q 22. Wnte a short more fouls as a way of a. b. suita- which called cur\e fining, and n the graph into c. '00 Chapter detail in "*'_ a parabola with is * pes of ISO increases. ISO thai pass process then -j will discuss in fouls and a linear model to use. m r<< speed increases, the energy the set of data. in the tabic is the graph in figure (ai. Note that correlation coefficient for To c find the l( ; substitute the data shown this equation, as the next page. increasing your play- paragraph explaining your reasoning. The diagram at the right shows a waiter plot of a set of data and a line with slope m that contains the pomi For each point point and the **,.»,». fci d, represent the vertical distance line. tHu Skom random-number 13. In the between the 0-9. occurs that: 42M3 02431 69414 89353 18519 17889 33584 70391 96960 19620 Tan* 67893 29|H D5063 23218 72452 92900 go) ;..,= (0333 For example, to use Monte Carlo simulations "heads" in 3 tosses of a coin, random-number a. Of the ft I heads' ' = ) b. Begin with the m j al c. How many 1 Iff d. ulaunns of a comes lies the digits using In order in fi nd the probabitily of getting Monte Carlo c t Bod i 1 fae 0-9 be assigned to the possible out- far each exercise some 1 iWutr may be It Cross off digits all before in the table i Perform Monte Carlo simulations 2 and Exercise 7 you si pttibmfA how should Exercises 2-12. actually doing a simulation Compare for Exercise the probabilities find to the theoretical probabilities found using the binomial probability theorem . 4 Sports A cent 750. is basketball player's free-throw per- What is the probability thai she scores on exactly 4 of her next 5 free . 45JS69J I44J54 "heads " Thus, based on 16 Simula- 1 occurrences of those digits math l|7imj9 4J704I II5JI9 the probability of getting sec Exercise i asked far helpful to eliminate . 1 "he: ' ' 'heads. Based on these i 1 always improve the accuracy of the approximation' Explain Discussion validity conjecture "tails 16 simulations of 3 tosses of a coin. Discusston When you use Monte Carlo simulations to approximate the theoretical probability of an event, will increasing the number of simulations . 37260 digits of the first 30 si rnulations. is 13751 0—1 with the outcome " Then the first row of simulations can be done using the whole table simulations, what Diecuee the 2 last 45869 14454 64906 15021 54268 13433 21709 25 Compare this probability to the u^eoretical "heads" in 3 tosses of a coin (see Exercise l(d» row and perform 14 more simula- 0.3 probability of getting 22551 23214 to find the probability of getting outcome 8|7S2|2 simulations. 5 produce P10 lions, the table represents 2«|66?| 620(58 5J280J2 each digit associate the digits first 5—9 with "'heads" and the digits the 494}*? that can a-' fiV table to perform 87822 I47C1 86056 62812 86864 55808 25252 97738 Chapter Etfhteei the probability We 0.1 is order to find certain probabilities empirically in 20667 ansa 4631? 14(03 11106 494S7 52101 29480 91539 690 shown below, table any given position in Monte Carlo simulations Discussion theorem to complete part (ai assumes probability of a successful free throw I t Using the binomial probability assumption s slid I is thai the always Follow a argument \oq\ca\ Suppose thai a small TV manufacturing company produces console and portable TV's using three different machines. A. B. and C. The shows how many hours are required on each machine per day in order to produce a table below console TV or a portable TV These requirements for the different machines can be described by the following inequalities, where x represents the number of console TV's and y represents the number of portable TV's: { The number ' Machine A of TV's cannot be negativi needs hour for each console I each portable Thus, Machine for at (The , 4x + ; i 24 A needs x + for i most 16 hours a day. last chines two TV x + 2y s 2 hou have solutions to any to satisfy all five inequalities. the region that procedure is is problem subject The = log* b. easiest way to these constraints would to find these values is to find inequalities. the graph of > = log„ related ( graph of the to x. Check your prediction by graphing y A step-by-step = nd y I = log ( — ) on a single set of axes. r 34. a. Predict formed by the graphs of the system of shown below. v one above, are available for at most 9 hours and 24 respectively The possible how 35. a. Predict is av, 16. inequalities are similar to the B and C and console TV's and y portable 2y hours. Since this machine b. how the graph of y = log* i~ Check your prediction by gr-phing . is = related to the graph of y log i and y = = Make and log,, *. 2 log x on a single set teat conjectures ommunication "Have you ever had trouble explaining something because you didn't fully understand it? CUSS 1. EXERCISES As Example in If suppose 1. drawn a card is queen of hearts? a. the d. a red card? e. are rolled, what two dice are rolled, find (he prob- If b. a c. a If tomorrow one least 7. Discussion In the solution of 5 = why A Does the set 5 "beads" 9. A pan (al card is 5 = ability to in 10. medical research, and the methods of data analysis play an important role 1 sums Example 3. another possible sample space for the two droG 3.4. 5.6. 7.8.9. 10. (2. possibilities 1 i* 11. is 12} correspond to a sum of 9 or 10. some people to say that the probability reasoning tht* of a sum of 9 or 10 is -t Discus* incorrect. - 1.2. (0. come could thai 3). which gives the four different thai since one of the four sample points corresponds to 2 "heads." then P(2 "heads") picked at random from a standard deck. {club, spade, red card, face card) Comment on numbers of up. satisfy the definition of a sample space? wrong with reasoning b. V. hat is our is m penny, a nickel, and a dime are each tossed. a. and Statistics show the same number manu- the probability ot is Since (wo of these in in a one month the set of the 11 possible 8. f. a red face card probability that both accident'' might be lempted of stud> contribute the prob- If the of no accident* 0.82. what field* is the probability of facturing plant during Mam whai cards, a queen c. is 40%. what is the no nun tomorrow ? OcOMattonal Safety ability 4 me is 1 sum ol 3 sum of*4 sum of 3 or 4 a. a •w understand, control, and curt disease Pincgauvc number) c. of getting: ability Discussion The twentieth century has seen unprecedented progms each probability 60) a face card? two dice 4. probability of in Genetics b. 1 heart' 3. If rain Careers b. /'(factor of random from a standard deck of 52 ai probability of getting 5. MtttorolOfly Further your understanding of math by discussing it with others. a die is rolled. Find square) a. /'(perfect 2. is in = —1 Explain why the Id nor a sample space. the following reasoning whose names begin with the letter C (California. Colorado, call them "C-suies " Likewise, there are 3 "O-states" if a person is chosen at random from the U.S. population, that person has the same probability of being from a "C- There are 3 states and Connecticut), (Ohio. Oklahoma, and Oregon) Thus, Genetics, the study of heredity, encompasses a _Jf »i of research. Examples ^Pucb uses rfffTrrnnf analysts number ot staie" as from an "O-tMe " include population genetics. to find -4tnd (he occurrence of m gene partem* di-.tr*- genetx diseases: microbial which explores the process of mutation by study Reading multiply ing rnsowjrgaoisms: and cytogenetics. fcok*. at hereditary activity at (he cellular level. I Stroud-Lee a University of Chicago Ph.D.. ne research Learn about a variety of careere that uee in cytogenetics at the Los Alamos Sa- Laboraiory. B> observing the effects ot radiation and aenucals on chroniosotnes. she sought due* to ablitic* in genetK material Her results have improved iJerstanding of birth defects " s, she say s. tier their pursuit and cancer ' '1 have made Find two angles, one poMtite and on* negatne. thai are culermlnal «ilh each other scientists can use my work of science " Ms. Stroud-Lee retired mathematics. max experts • ey*. in the and questionnaires used ful data, and in the design of experiments, *ur- to generate accurate Q and use- meaningful analysis of data. Their tant Statistic* i* an impor- d «* d T c 19. a 23. 180*20' Give an expression are coterminal with 24. Joe Fred Gonzalez. Jr.. a mathernaticaJ statistician whose work includes developing estimation pro- sire to b. 116.3* b. -WW b. -270*30' r -60.4' d -315.3° c. -50.8* d -320.7* c. 3*21 d. 115*15' c. 11*44' d in rmr terms of (he integer n for the measure of terms of the integer n for the measure of are coterrrunal with an angle of - 1 16'10 Gi*e an expression all angle* in, all angle th, an angle of 29.7". in Each of Exercises 25-30 gives the speed of a revolving gear. Find <ai th number of degrees per minute through which each gear turns and <b) lb number of radians per minute. Give answers to the nearest hundredth. intellectually stimulating." His de- understand application* of mathematics led him to an M.S. degree ersity. *•« -100° NCHS math "challenging and in statistics from the George Washington Uni- Believing in the value of education. Mr. Gonzalez irnc university -60* b. 22. a. cedures and national sample survey designs, always found Fnd Gambia A b. 1000* source of information for researchers and policymaker* care used, nutrition, exposure to nsks. and age. - 500* 18. a. 21. a. 360*30' N'CHS analysis of data reveals connections between such v aned health factors as socioeconomic status, type of health for angle. 17. a. 2». •. 38.4' skills are indispensable to medical and health research. The National Center for Health gnen is 25. 35 also a pan- 31. Coreers in Genetics and Statistics rpm 713 rpm 2*. 27 rpm 28. 6.5 and college professor. 29. 14.6 27. Z 5 rpm 34). rpm 19.8 rpm Reading On page 257. you were told that when a car with wheels of radius 14 in turn i* driven at 35 mi/h. the wheels approximate an at 420 rpm. Show how of rate to obtain (hi* rate of turn. Suppose you can 32. Recreation Research ride a bicycle a distance of 5 mi in 15 nun. If you nde al a constant speed and if bicycles wheels have diameter 2 7 the in . find the wheels' approximate rate of turn tin rpm). Investigate interesting facts 4 and app\\ca~t\or\3 of mathematics. 33. Research Con*ull an encyclopedia or an atlas map are located by using latitude and longitude to see how points on a world coordinates given in degrees. minutes, and seconds. a. If you from a given point on Earth, about how many miles do 9 go to traverse an angle of I ? if you travel west travel south you have b. to Explain why your answer io pan (ai might be different instead of south. 34. 262 Research Consult a book of astronomy or a star atlas to sec how stars on celestial map are located by using angles of right ascension and d Describe how each of these angles is measured, and give examples Chapter Snen a XXIII 22. Geography The mamed. ever Aje table below pvw givi 20-24 25-29 30-34 35-44 45-54 39 71 84 92 95 2 22 57 75 89 94 ever married At the right a populatic 6 mimed Percent of males a. US 15-19 Potent of females ever data on the percent of the I pan of is comparative histo- two showing gram ban side-by-side each of for age the Complete groups. the histogram. Writing b. Write paragraph Writing a explain- what ing 20-24 15-19 data the show. The 23. Nutrition below gives data on the recommended energy table kilocalories (Call, for average females A*eero«p (in Cal for i Draw math 19-22 23-50 5,-75 276 2200 2100 2100 20O0 1800 1600 2700 2800 2900 2700 2400 2050 males for each of the age groups. ( See Exer- 22 for an example of such Express, skills. in your own words, the meaning and understanding of concepts. histogram showing two side-by-side bars cise and your skills writing females comparative a Bring together your intake, age groups 15-18 Energy needs a. in various ,,-H Energy needs (in Call for and males a histogram.) b. Write a paragraph ex- Writing show plaining what the data 24. For a group of 10 teenagers, the mean age is 17.1, the median is 16.5. and the mode is 16. If a 21-year-old joins the group, give the mean, median, and mode for the ages of the 1 people. WRITTEN EXERCISES Exercises For Exercises 1-4, suppose a card is drawn from a well-shuffled standard deck of 52 cards. Find the probability of drawing each of the following. [J 1. a. a black card b. a 2. a. a black face card a. a red 4. a. a jack 5. Mr and tickets. If 4280 winner = x"\ find/'U). b. For what values of c. Sketch the graph of /(.*). may need a. x is f'{x) (If undefined? you use 7. computer or graphing a to enter the rule for the function as ix') how graph.) Explain the function fix) = x ifi to obtain the b. of the integers between 1 even? complete fix) = 4x> 32. fix) = x'' 35. H\x) Q = 5-r 4 = lVx Bronx, 37. a. Use the binomial theorem (page 591) to wri term last b. Use pan expansion of in the (a) U + i = 36. h'(x) = 3G the first three terms a. and the and the definition of fix) to prove Theorem 2 on b. 39. Prove Theorem 4 on page Use 760. iHini the definition of /'( the definition what is the probability that and 20. inclusive, 1 is picked c at to explain none of the S random What Interesting is is: by 3? c. problems. a prime?' di- is and Brooklyn, Suppose York City number Explain why ability is that the probis it a telephone number is not ~. What do you need to know in order to find in 8. Theorem 3 on page 760. (Win* Use in all, the correci probability i 2.) 38. Prove and other subjects Island. New a Manhattan positive integral values of n. Theorem knowledge of math it randomly chosen. 3X n)". (Note The binomial theorem can be generalized to apply to any number n. This form of the binomial theorem can then be used general proof of City telephone 5 33. g*(jr> jack Combine your Manhattan. Queens, the Staten . In Exercises 31-36, find a function thai has the given derivative. 34, g'ix) c. neither one of the 5 Smiths? b. divisible New York that 31. not a black ja not a black di vided into five boroughs: the graph of fix) supports the result of part (b). 29 using 30. Repeat Exercise you calculator, were sold tickets the probability that the integer 29. a. If fix) not a spade c c is: Mr. or Mrs. Smith? One diamond b. a jack or king the grand prize 6. b. a black Mrs. Smith each bought 10 raffle tickets. Each of their three children bought 4 a. c spade b. a black jack diamond 3. pan Suppose (a)? that a member of the U.S. Senate and a member of the U.S. House of Representatives are randomly chosen to be photographed with the PresidenL i).) Explain of fix).) why ~ is the probability thai the senator not the probability thai the representative is from Iowa, and why ^ is from Iowa. is In Exercises 9-12, use the table on page 601. which gives the 36 equally likely s The saying "a picture is worth t thousand words" is often true inn maocs One well-drawn diagram may be a very convincing a 9. a 10. a. id own. without being a formal proof Diagrams and sketches c may be true, and they can offer clues d evidence that a conjecture Far example, conasdet the diagram at the right where the lengths a and b arc 1. bow Explain areas the of (« 2. +- you 3. b) Explain By 2 - (a how - the to conclude that b) 1 + from 4ab. the diagram a greater than that (a + 1 b) > its parts'* allows 4or>. taking tie square root of each side of the inequality above, what relationship is b. even. 11. The two dice show 1? The red die b. Sum Sum c Sum is 7. is c. 12. Sum is 8. is less than 12. different numbers, shows a greater number than t k white die. Probability the laying "the whole to conclude dice are rolled. Find the probability of each event is 6. Visual Thinking squares and rectangles in the dia- gram allow you when two Sum Sum do you discover between m. Vab. of a and the anthrnetK W mean, —-— , and ••*• Learn to communicate through a diagram or picture. visually 603 XXIV echnology Polynomial Equations 2-5 Using Technology to Approximate Roots "Technology enhances understanding, encourages exploration, and opens the door to many new and fascinating applications!' Technology MtMtKtonug A I long shown a. its width to is You already know how will dtacUH boil lo solve a lo solse linear approximate the real roots of a poi\- Eiample 1 Solution and quadratic equations some polynomial equations can be solved Solvf Draw r i - S* + 2 = Obj hy factoring: the graph of Ihc polynomial function 3 r -jTa the roots of the equal ion the graph II -ir + 2 estimating (he not labeled, you could use the i- i -intercepts ol the graph arc intercepts is I volume Hmr Volume = /iM>M I of the cutter as a function of one of the equal feature, if available. i. From sides. (he i tolumc of the gutter a the graphs of y the roots of i' = x~ — x — Sx + - x 2 - Sx + 2 = 2 shown above, we estimate are x = -2. maximurr example, we out drawing a graph. Part (hi of Exercises 25- 2V requires the use of a computer From a. If a raft .SO bar 100 m offshore, m down the the lifeguard mmg technology suggested to get the full benefit of studying the lesson We will solve the equation will instead use the lot ation .i - prim «* - 5r x = 04. and + 2 = iplr. stated at the swims a lifeguard wants lo beach, as at and running time I / shown m/s and runs swim to shore at the left at 3 below m/s. express th as a function of the distance diagram | Uae a computer or graphing calculator to find the minimum or exercise. Ex.2* Ex. 25 A 24. Engineering 60 m power station and a factory are shown at the nghl above A cable wide, as station to the factory li costs $25 per meter to r opposite sides of a river ist be run from the power the cable in the nver and $20 per meter on land a. indicates specific exercises for which technology necessary. total cost C as a function of i. the distance downstream from power station to the point where the cable touches the land a computer or graphing calculator to find the minimum cost Express the the | Use 27. landscaping sides, as A rectangular area of shown The made of a. is A Use The m 2 has a wall as one of its made of side parallel to the wall is decorative fencing that costs $8 per meter. Express the length | 28. 60 sides perpendicular to the wall arc fencing (hat costs J6 per meter. advanced a i total com C of the fencing as a function of the of a side perpendicular to the wall. computer or graphing calculator to find cylinder is inscribed in a sphere of radius the minimum I. J a. Express the volume | Use Functions I of the cylinder as a function of the base radius r. a computer or graphing calculator to find the radius and height of the cylinder having 164 because m wide and 10 area of trapezoid X length of gutter) For what value of mack difficult TRACE feature, if available ft uprose the accuracy of the approximations, you could rescale or use the is calculator. indicates advanced we using a computer or graphing calculator with a computer or graphing calculator. The if In this section polynomial equation of higher degree, such as a graphing or programmable calculator In ihc nest section jt I In the next ~1 u> nomiat equation form a gutter with a cross the length in centimeters of b. on To uif icihnnti'iiv ] at the right fcxprcss the I 60 Polynomial Equations [flB/Wtftf an fftfttfJ trapezoid with I2tf angles, as section that Logos lheet of metal hem along li of ^J maximum volume. Chapter Four Statistics Volar Graph.5 with- top of . - that 2 h "^ XXV 1 * dcuU* 5 Frecalculue ?\otter Plus The diagram on placed ai the ihe previous measured can be used as formulas Many scientific Example 2 page b. posmvi counterclockwise direction. The gil in the converting from one coordin ("or and graphing calculators have a. buil(-u Give polar coordinates for the point (3.4). Give the rectangular coordinates for the point 3? B= * = tan (3.4) ray. 4 Thus. Quadrant is in and so r = 5. I + 42 = * If = ! possible same B = rcos30 = 3cos30 andy = rsin30° mode. Many calculaiors use If (5. point • Use data to create histograms, scatter plots, and regression | i = ( lines of graph of a polar equation can be drawn by a graphing calculaiorl described below, provided the calculator has a polar If the 1 Therefore, polar coordinates are o 1 instead of mode data. the calculator has parametric r =/(/) x = rcosr =/(')l = r sin, =/(,)? v The two equations in greater detail in for 1 and Chapter 1 are called v 2, parometru equations where ; often represents time = 2 tin Example 3 Sketch the polar graph of r Solution With a graphing calculator In polar We will study them • Test statistical 1 in a practical probler hypotheses through sampling experiments. 26. mode, enter &££«*.>, In parametric mode, enter 5 • Explore sequences and series. v=:*,n2l»n. The spreadsheet or a paramefl ft mode, enter the equation: mode, enter the equations: calculator has polar and plot the graphs. pomi isl 53.1°. then the Thus, rectangular coordinates of the point are BThe • Enter equations 1 (3. 5 l*53.l 8 possible pair of polar coordinates of the b. i Graphing software that lets you illustrates the c origin with the polar axis coinciding with the positive angles following values were used for the graph of r = 2 sin s , 2.1 • shewn: 2tt. step: f 2. scale: I 2. scale: I Ferform matrix operations. t -2<x< -2sy< • Check your Polar Coordinate* ana" Complex Numbfi understanding by determining equations for displayed graphs. Inequalities Matrices Trigonometry These pages will introduce you to the basic features of most graphing calculators. Because of the variety of graphing calculators available, specific keystrokes are not given. Refer to your calculator's instruction manual for details. Setting the When RANGE Variables using a graphing calculator to display graphs, think of the screen as a On many calcuwindow uses values from -10 to 10 on both axes. You adjust the viewing window by entering values for the RANGE variables, which appear on the screen when you press the RANGE key. "viewing window" that shows a portion of the coordinate plane. lators, the "standard" viewing RANGE The x-axis for -2 < x < The /-axis for will 4. will -3 < y < fXmin = -2 IXmax = 4 Xscl = 1 <r fYmin = -3 lYmax = 3 Yscl = 1 be shown be shown 3. With scale variables set to equal 1 tick marks will be 1 unit apart on both axes. , Graphing a Function To graph a function, enter its equation and set the RANGE variables for an appropriate viewing window. (You may need to experiment to find the best viewing window.) Here, the graph of the cubic equa3 tion / = x 3x 2 + 2 is shown using the viewing window described above. Note that the scale labels shown here, and on similar diagrams throughout the book, do not actually appear on a calculator display. " l\ Function form equation to be graphed must be entered in the form y = ..., that is, / must be expressed as a function of x. For example, before graphing x 2y + y = 4, An first solve the equation for /. Enter the equivalent equation Using parentheses Be careful when you enter an equation Enter The second equation XXVI Y = 4 + will (X2 + like 1), the — . xl + 1 one discussed above. not be interpreted as / = / = Y = 4 * X2 + — + 1 , not as 1. / = x2 + 1 Try This and graph each equa fion, using an app rop Mate viewing window. You may need to solve for/ first. 1. Enter -/ = -8 calculator often look distorted. Adjusting some a. y = x 2 + x - 5 b. 6 + 2/ = x c. Ixl Appearance of Graphs Graphs displayed on a graphing of the settings on your calculator may improve a graph's appearance. Squaring the screen A square screen is a viewing window with equal Standard viewing window unit spacing on the two axes. Square screen window \ f \ Here, the circle x 2 + y 2 = 25 appears stretched horizontally. J Displayed on a square screen, the same graph is undistorted. On many about 2 make to 3. graphing calculators, the ratio of the screen's height to its width is For a square screen, choose values for the RANGE variables that the "length" of the /-axis about two-thirds the "length" of the x-axis: (Ymax - Ymin) ~ ^-(Xmax - Xmin) Connected mode; graphs with asymptotes your calculator is in connected mode, the individual plotted points on a graph are joined by line segments. As a result, graphs often look jagged. Also, the separate pieces of a graph with vertical asymptotes may appear to be connected. If you take your calculator out of connected mode, only points on the graph will be plotted. This may give you a better sense of the true shape of the graph, although there can be iarge gaps between the points. When XXVII M H ZOOM How many graph of / = x 3 - 6.2x 2 + 9.6x + 0.05 (shown below) have between x = 2 and x = 4? To answer this question, use the calculator's ZOOM feature to enlarge the section of the graph near the point (3, 0). On many calculators, you can do this by creating a "ZOOM BOX" around the point of interest. The contents of this box can then be drawn at full-screen size. x-intercepts does the Standard viewing window ZOOM-BOX window m ZOOM BOX -\J 4 3 Y = -.47619 \ = 4.31579 Now you The coordinates of one corner of the ZOOM BOX are displayed. On can see that the graph has no x-intercepts near x = 3. most graphing calculators, the ZOOM window. Many calculators feature offers several ways to "zoom-in" (show a smaller portion of the coordinate plane), or "zoom-out" (show a larger portion of the coordinate plane) on a point you select, changing the RANGE variables by facadjust the viewing tors that details on you specify. ZOOM will Consult your calculator's instruction manual for specific procedures. Try This 2. Use the fourth-degree equation y = 30x 4 + 1 22x 3 - 3x 2 - 492x. a. Graph the equation using a viewing window with -4 < x < 4 and -500 b. Use <y< 1000. a ZOOM BOX to enlarge the graph's "flat" section. For an even more detailed view of this portion of the graph, set Ymin = 450 and Ymax = 500. Describe the shape of the "flat" section of the graph. XXVIII X = -1.22105 Y = 404.761 U^ing a Graphing Calculator TRACE TRACE feature. When you appears on the graph. The x- and /-coordinates of the cursor's location are shown at the bottom of the screen. Press the After a graph press the left- is TRACE displayed, you can use the calculator's key, a flashing cursor and right-arrow keys to move the Finding a point of interest You can use the TRACE and ZOOM TRACE cursor along the graph. features to find the coordinates of a point of interest on a graph, such as an x-intercept or a high or low point. Consider the graph shown in Exercise 2, which has an x-intercept between and 2. To find the coordinates of this x-intercept, begin by pressing the TRACE key. 1 Move TRACE the cursor to a point just below the x-axis. The /-coordinate of is X= point Y = -57.660 1.642 Now move the a point above just TRACE is cursor to the x-axis. The /-coordinate of X= this negative. this point positive. 35.808 1.726 Somewhere between these two points, the graph must cross the x-axis where / = 0). Therefore, the x-intercept is between .64 and .73. 1 "Zoom (at a point 1 on a point near the graph's in" Move x-intercept. the TRACE cursor along 100 below the x-axis the graph until when x ~ .695 and then just above the x-axis when x ~ 1 .697. it is just 1 X= When rounded to the nearest Y= 1.27425 hundredth, the two x-va!ues mentioned above are .70. If you wish, is x = by repeating this process. the same. Thus, to the nearest hundredth, the x-intercept you 1.69684 can increase the accuracy of this approximation 1 XXIX Finding an intersection point of two graphs You can use a similar process to find the coordinates of an intersection point of on one graph near the intersection point, note the value of the x-coordinate. Then press the up-arrow key. This moves the TRACE cursor to the point on the other graph that has the same x-coordinate. Compare the /-coordinates of the two points. You can "zoom-in" and repeat this process until the /-coordinates are the same to the desired degree of accuracy. two graphs. When the TRACE cursor is Try This 3. a. Graph / = 2~ x - 5, as shown at the right. Find the x-intercept of the b. graph to the nearest tenth. Add the the same graph of / = 2x to set of axes. Find the coordi- nates of the intersection point of the two graphs to the nearest hundredth. Solving Equations with a Graphing Calculator Finding approximate solutions to equations that are algebraically is difficult a powerful and important use of a graphing or impossible to solve calculator. Using an x-intercept to solve an equation To solve the fourth-degree equation x 4 - 6x + 4 = 0, use the graph of the 4 related fourth-degree function / = x 6x + 4. For any point on the x-axis, / = 0. Thus, each x-intercept of the function / = x 4 - 6x + 4 is a solution of the equation x 4 - 6x + 4 = To the nearest You can use the x - 6x + 4 = XXX tenth, one solution of 0. x 4 - 6x + 4 = is x = 1.5. ZOOM and TRACE features to find both real solutions of the equation to any desired degree of accuracy. i sing a Graphing Calculator Using an intersection point to solve an equation To solve the radical equation vx + 3 = 7 - x, use the graphs functions y = v +3 and y x The coordinates of the (a, b) must satisfy — 7 - drawn on x, the same of the two set of axes. intersection point both equations: b = Vc7 + 3 and b = 7 - a Va~ + 3 = 7 - Th us, a. Therefore, x = a equation Vx Using is a solution of the = + 3 7 - x. ZOOM and TRACE, you can find that the solution is x = 2.44. Try This 4. For each equation, find all real solutions to the nearest tenth, = x 5 - 3x 2 + 3 a. 5. Use a graph to b. Vx + 5 = | x l determine the number of real solutions of x + 4 = -x 4 + 3x 3 - 1 equation. this .5x + 5 Graphing Parametric Equations In the seconds after a baseball hit, zontally in is moved both horiand vertically, as shown the ball has — baseball, after the diagram. Instead of using one equartical tion to describe the path of the you can use two equations, one to express x in terms of t (the time in seconds) and one to after t t being seconds hit position seconds ball, express / in O . x = horizontal position after / seconds terms of t x = lOOf and / = -16f 2 + 40f + 3 These two equations, used to express two variables (x and variable (f) are called parametric equations. The variable f to define the variables x and /) in terms of a third the parameter used is /. XXXI Parametric mode If your graphing calculator has a built-in parametric mode, you can enter and graph parametric equations that express the variables x and y in terms of the variable The RANGE-variables screen will have three additional quantities for you to specify Tmin, Tmax, and Tstep (called "pitch" on some calculators). r. — RANGE The calculator f=0 \i^ Tmin = Tmax = 3 J Tstep = .05 < Xmin = Xmax = 300 Ymin = Ymax = 70 Each f-value the point is will f = plotted learn will use t-values from 3. The difference between successive f-values will be 0.05. Note: The x- omitted here, substituted in both the equation for (x, y) is You to and will y-scale variables, also appear. x and the equation for y; then on the calculator screen. more about parametric equations in Sections 11-1 and 1 2-3. Try This Graph ball. RANGE variables as Then use the TRACE feature ball to on page xxxi for the path of the shown on the calculator, screen above. the parametric equations given Set the reach its maximum to determine how many seconds it takes the height. Other Capabilities of a Graphing Calculator In addition to may have its ability to display the graphs of functions, your graphing calculator other capabilities that will be useful to you Statistical in this course. graphs Many graphing calculators can display his- line graphs, or scatter plots of data you have entered. For example, the histogram at the right displays the data from the list that appears on page 639 of fifty scores on a standardized tograms, 5 mathematics achievement test. The histogram 100 shows the number of students whose scores fell in each 100-point interval. You can obtain statistics about the data, such as the mean and standard deviation (see Chapter a graphing calculator just as you would from a scientific calculator. n XXXII 1 7), from Using a Graphing Curve Curve a fitting (see Chapter 1 8) is the process of finding an equation that describes ordered pairs. Often, the first step is to graph the paired data in a scatter For example, the chart shown below gives the winning times in the men's fitting set of plot. Olympic 400 m freestyle swimming race. The data can be entered in a graphing calculator and then displayed as plotted points (/, s), where y is the number of years since 1 900 and s is the time in seconds. Year Winning time (seconds) 1972 240.27 1976 231.93 1980 231.31 1984 231.23 1988 226.95 1992 225.00 240 225 72 92 The relationship between y and s can be approximated by a line. A graphing tor will give an equation of the "line of best fit," s = -0.653y + 285, and a tion coefficient that reflects how well the equation models the data. calculacorrela- Matrices Many graphing calculators allow you to enter numerical information in matrix 1 4) and can then perform a variety of matrix operations. For example, the matrices A and 8 shown below display the quiz and homework averages of 3 precalculus students for each of two units. form (see Chapter Unit 1 Mary Jose Kasha Quiz HW 68 89 92 75 77 95 = A Quiz Mary 76 80 Jose 81 81 Kasha 85 90 r Unit 1 will be worth 40% and Unit 2 will be worth 60% of each student's midterm quiz and homework grades. A graphing calculator with matrix capabilities can calculate 0.4a + 0.6b for each pair of corresponding elements in matrices A and 8, and display the results in a new matrix that gives each student's quiz HW Unit 2 = B ' [72.8 78] [84.2 79.4] [87.8 92] and homework averages. And more Throughout the year, you are sure to find other topics that can be explored with a graphing calculator, and you will discover new methods and uses for this valuable tool. Be sure to share your discoveries with your classmates and your tc cher. XXXIII Careers in Mathematics anil Science Today's society is changing so rapidly that you cannot foresee the career may be available to you within a few years. You can be however, that many of the most exciting careers will involve the use opportunities that sure, of mathematics, science, and technology. Recent studies have shown that even now there is a shortage of scientists and engineers. By choosing to complete four years of high school mathematics you have already made one decision that will help you keep your options open. Continuing to study mathematics and related fields in college will prepare you to take advantage of a wide variety of career choices, including jobs sciences and the arts, as well as engineering, medicine, in the social and scientific research. Now meet seven people whose careers use the tools and methods of mathematics, the language of science and technology. IMMUNOLOGY An immunologist investigates the body's immune response, the process by which the body identifies, reacts to, fights off toxic or disease-causing agents. munology Research in and im- contributes to the medical profession's ability to enhance the body's capacity to fight cancer and other life- threatening diseases. Martha C. Zuniga. who holds a Ph.D. in biology from Yale University, conducts research on the immune ( system's ability to distinguish alien virus and tumor cells from the body's healthy tissues. In ence Foundation honored her with 1989 the National Sciits Presidential Young Investigator Award, a grant to provide her with funding to continue her research. Martha C. As Zuniga a recipient of the an active role mote in NSF award, Dr. Zuniga maintains undergraduate education, helping to pro- the importance of studying science. At University of California, Santa Cruz, where she teaches immunology, Dr. Zuniga encourages her students to enjoy the challenges of difficult academic work. "People get excited about heroism, and I think there can be heroism in intellectual who works with students through the Society for the Advancement of Chicanos and Native Americans in pursuits," says Dr. Zuniga, Science. XXXIV Careers in Mathematics and Science also COMPUTER GRAPHIC ARTS Computer graphics have expanded the world of many artists. Computers help artists who work in traditional media to make decisions about composition, design, and color. For other artists, image stored duced on the end product of the in the computer's an is then repro- film, printers, or video. Midori Kitagawa De Leon, Visualization Laboratory at Texas came process artistic memory and interested in painting at the She went on a Ph.D. student at the M A & University, be- computer graphics while majoring Women's College to earn an M.A. in in oil of Fine Arts, in Tokyo. Computer Graphics and Animation from Ohio State University. There she wrote programs to generate three-dimensional "branching ob- jects," such as trees and other plant-like forms, and to simulate the Midori Kitagawa De Leon growth of the plants using genetically determined growth patterns as well as information about Ms. Kitagawa De Leon's tions of surrealistic plant shows and magazines. landscape architects, life, artistic environment. work, which includes film anima- has been featured in computer graphics In addition to who their its artistic programs will use the work value, her art will help to project the future appearance of their designs. SPACE EXPLORATION Any United States citizen holding a degree in mathematics, science, or engineering can apply to be an astronaut. Once selected, an astronaut candidate goes through a one-year may spend many more years working on the ground before getting an opportunity to fly. training program, and then Guion Bluford, Jr. was a teenager when the space in 1957. He was fascinated by flying objects, from the model airplanes he built to the newspapers he age began tossed each day on his paper route, and he dreamed of entering the relatively new field of aerospace engineering. He graduated from Pennsylvania State University and the Air Force Institute of Technology, earning his Ph.D. space engineering in 1978. In the same year, Guion Bluford. Jr. cepted him into its in aero- NASA ac- astronaut training program. August of 1983 Colonel Bluford flew on NASA's eighth shuttle mission, becoming the first African- American to travel into space. Two years later, his second space flight saw one Dutch, two West German, and five American astronauts fly together on a mission run by In West Germany. In 1991 Colonel Bluford completed a third mission. Careers in Mathematics and Science XXXV ENGINEERING Aerospace, biomedical, chemical, environmental, industrial — these are a few of the branches of the vast field of engineering. Engineers apply mathematics and science to They design the solution of practical problems. airplanes, buildings, highways, artificial limbs, lasers, and computers, among other things. Robert K. Whitman, deputy director of The American Indian Science and Engineering Society, remembers his - early interest in engineering. radio, it much to their dismay. pick up sounds. ... lot I read *I I . . . . took apart wanted . . to see . . my . parents' what made that engineering requires a of training in math and science. In high school. I took all math and science courses I could get." Bob Whitman went on to study electrical engineering at the University of New Mexico and at Colorado State University. He received a scholarship from NASA and an Outstanding Achievement Award from the Navajo Nation (1978). He has worked for IBM, where his projects the Robert K. Whitman included developing printed circuit boards used in electronic equipment, and designing computer software. COMPUTER PROGRAMMING Computers help doctors make diagnoses, assist architects with their designs, and regulate the functioning of all kinds of machines from heart pacemakers to rocket engines. To earn out these and other instructions; thus, the improve our tion lives tasks, HHL ^-jteraSj » 'imf* power of computers to change and can be realized only through the imagina- and ingenuity of the people who program them. microcomputer. vated Installed on a wheelchair, the Katalavox gives quadriplegics unprecedented control of their lives. In addition, the ^ll 1 Katalavox has become indispen- sable in the operating room, where surgeons' hands are Martine free work while surgical microscopes are guided by voice. Ms. Kempf, a native of France, was studying astronomy at the Uni- Bonn in 1982 when she first wrote the Katalavox program. She moved to the United States to run her own business marketing her versity of later - computers require explicit Martine Kempf was still in her twenties when she succeeded in programming a computer to recognize and respond to the human voice. Using her program she invented the Katalavox, a small black box containing a voice-acti- to H invention. XXXvi Careers in Mathematics and Science Kempf PSYCHOLOGY Psychologists study human and animal on the mental functions involved behavior, focusing in the emotional, intellec- and physical development of individuals. Trained in the methods of scientific research and mathematical analytual, sis of data, they formulate and predict behavior. They and body on each test theories to explain and also study the influence of the mind other. Patricia Cowings, a psychophysiologist for the Space Life Sciences Division of NASA, studies the body's re- sponse to the weightlessness experienced She teaches astronauts to control, space travel. in through mental tech- niques, such physical functions as blood pressure and heart rate, allowing them to counteract some of the negative ef- fects of weightlessness. Patricia Cowings first studied psychology at the State Uniof New York at Stony Brook, and then pursued graduate degrees Cowings Dr. versity the University of California at Davis. began working for NASA at the While Ames still at a graduate student she Research Center. She earned a Ph.D. in psychology in 1973. PHYSICS Physicists seek to understand all aspects of matter and They energy, the fundamental components of our world. pursue knowledge about subjects as varied as electromagnetism, optics, thermodynamics, acoustics, and quantum theory. All branches of physics require a thorough back- ground in higher mathematics. Samuel Chao Chung Ting, a researcher in the field of high-energy particle physics, studies the composition and behavior of subatomic particles. In 1974, while working Brookhaven at National Laboratory, Dr. Ting demonstrated the existence of the J particle, a discovery heralded as an important breakthrough in twentieth-century understanding of atomic structure. Also known as psi, the particle was independently observed by Dr. Burton Richter of the Stan- Samuel Chao Chung Ting ford Linear Accelerator Center. In 1976 Dr. Ting and Dr. Richter jointly received the Nobel Prize for their discovery. American by birth, Dr. Ting grew up in China, returning to the United States to attend the University of Michigan, where he earned a Ph.D. in physics. In 1967 he joined the faculty of the Massachusetts Insti- tute of Technology. Careers in Mathematics and Science XXXvii unctions Linear Functions and Lines 1-1 Points Objective Each point To find the intersection of two lines and to find the length and the coordinates of the midpoint of a segment. can be associated with an ordered pair of numbers, called in the plane the coordinates of the point. Also, each ordered pair of numbers can be associated with a point in the plane. The association of points and ordered pairs is the basis of coordinate geometry, a branch of mathematics that connects geometric and algebraic ideas. To up a coordinate system, we can choose two set Second Quadrant perpendicular lines, one horizontal and the other vertical, as the x-axis and the j>-axis and designate their point of measure, we mark number off the axes as The axes divide located at the origin. 3 Using a convenient unit of intersection as the origin. 4- First Quadrant R(0,2) 2 lines with zero G(-3,0) 1 -h- - the plane into four -9-10 -4-3-2-1 quadrants. The diagram shows and j-coordinate -2. We P that has x-coordinate 4 -2f write P(4, -2). Points with x-coordinate 0, such as R, lie on the v-axis. / > 3 4 (4,-2)« -3- Third Quadrant Points Q, lie on the x-axis. The coordinates of the origin, O, are (0, 0). with y-coordinate 0, 12 1 such as -4 -\- Fourth Quadrant Linear Equations A solution of the equation 2x — 3y the equation true. For example, (0, Several solutions are of all in the 12 —4) is is an ordered pair of numbers that makes a solution because 2(0) — 3(— 4) = 12. diagram. The set points in the plane corresponding to solutions of an equation The graph diagram. is called the of 2x — We call 3v —4 = the 12 graph of is the line the equation. shown in the y -intercept of the graph —4). We 6 the x-intercept of the graph because the line because the call shown = line intersects the v-axis at (0, intersects the x-axis at (6, 0). Any equation of the form Ax + By = C, where A and B are not both 0, is called a linear equation because its graph is a line. Conversely, any line of a linear equation. The graph is often referred to as "the call Ax + By = C ^ In this the general view of Chicago from the suggests a coordinate form of air, in the plane is the line graph Ax + By = C." We a linear equation. the regular pattern of streets intersecting at right angles grid. Linear and Quadratic Functions i Example Sketch the graph of 1 One way Solution Step 1 + 3.v graph to sketch the To = 2v 18. to find the intercepts. is find the y-intercept. x let + 3(0) 2? y The To through line passes The Step 2 Plot (0. 9) and through them. check that (6. 0). It is 2(0) = = x = y let + through line passes 0. 18 9 (0, 9), so the y-intercept is 9. find the .v-intercept, 3.v = = 18 6 so the .v-intercept (6, 0). Draw 0. rectly. Select a different point its to t(0.9) you have drawn the and determine whether y*\ a straight line always a good idea is 6. line cor- on the \(4,3) line 3- \(6.0) coordinates sat- i i isfy the equation. In this case, (4, 3) + check since 3(4) When C one of the constants A, B, or in line is A = and the line C= is 0, and the i X \ you can draw line contains the horizontal. In figure (c). is 3 18. Ax + By = C certain conclusions about the graph. In figure (a), origin. In figure (b), = 2(3) O does B = and the vertical. v (2, 3) (7i. • 3) = (4,V7) 3 - 1-- O O.. (4, 1) H 1 —(— 1 (4,0) (0 (b) (a) .r • v 1 i Intersection of Lines You can determine where two lines intersect their equations simultaneously. 2x 3.y Chapter One by drawing their graphs or by solving Consider the following pair of linear equations: + 5y = + 4v = 10 (1) 12 (2) =4 You can make hand-drawn sketches or you can use a graphing calculator or computer to obtain the graphs shown at the right. (If be sure to write in y you use a calculator or computer, terms of x) From the figure it seems x is a little less than 3 and (With a calculator's trace feature that at the point of intersection, y is a little less than or a computer's 1. zoom mations to * and y.) II you can get better approxiBe aware that solutions found by II feature, graphing are not always exact. An 1 X = 2.9 Y = .84 ssv algebraic solution yields the exact values. To tion (1) solve the equations simultaneously, you can multiply both sides of equa- by from the 3 and both sides of equation 3(2* 2(3* + + (2) by 2. I5y = = = 24 = 6. 5y) Ay) = = 3(10) -> 6x 2(12) -> 6x + + 8y 7y y Now Then subtract the second equation equation. first substitute — into equation (1) 30 6 7 and solve for x: 2x : + 5(-y ) v = 10 = 20 7 Thus ( — , —J is the common solution of the two equations point of their graphs). Notice that the graphical estimate x the exact answer. You can ~ (or the intersection 3 and y ~ 1 is close to use a graphical estimate as a check on an algebraic solution. lel When two linear equations have no common solution, their graphs are parallines. When two linear equations have infinitely many common solutions, the equations have the same graph. no common 6x 3x + + Ay 2y solution: = = infinitely many common 8 6x 1 3x + + Ay 2y = = solutions: 8 A Linear and Quadratic Functions We A and B denote the line segment with endpoints AB. You can use the formulas below asked to derive these formulas to find AB as AB and its length as and the midpoint of AB. You are Written Exercises 34 and 35. in The Distance and Midpoint Formulas Let A= B = (xi, Ji), V2), (.y 2 , and M be the midpoint of AB. Then: AB = V(x 2 -x M- ( 2 l ) + (y 2 —— —2— -yi) 2 (midpoint formula) , ) A = (-1,9) and B = a. the length of AB Example 2 (distance formula) If (4, -3), find: AB b. the coordinates of the midpoint of Solution Find the distance between a. AB = V(4= V25 + = 13 M= b. 1 + (-1)) 2 A and + (-3- 9) A(-l,9).. B. 2 144 4 9 + fl(4,-3) (-3) -, 3 CLASS EXERCISES Find the length and the coordinates of the midpoint of CD. D(8, 6) 1. C(0, 3. C(-3,4), D(3, -2) 5. Let 0), A = (2, 3), B = of the midpoints of 6. 7. Which of AM and on (9,-1) the following points are (3,3) (2.5,3.5) d. (-10.5, 12) point (8, 4) b. State Name on the horizontal on h. + 3v =15? VJ line h. three other points an equation of The point (8,4) a. is C(7, -9), D(7, -1) the line 2.r c. Name 4. 2), and MB. b. The C(4, M be the midpoint of AB. Find the coordinates a. a. 8. (6, 7), D(6, 6) 2. is h h. on the three other points (8,4) vertical line v. on V v. X b. State an equation of v. Exs. Chapter One 7, 9. Find the coordinates of the points where the — Ax 10. = 3v The diagram at the right + equations x = v shows 5 and 2x the graphs of the —y= 1 Estimate the coordinates of the point of a. line 18 intersects the axes. inter- section. Find the exact coordinates of the point of b. inter- section by solving the equations simultane- ously. Compare c. Ex.10 the solution with your estimate. WRITTEN EXERCISES Find the length of D(l, CD and 1. C(l, 3. C(-8, -3), D(7,5) 5 . c[ 0), i 8) D( _ 2 |), the coordinates of the midpoint of , C(4.8, 2.2), D(4.8, -2.8) 9. Which of 10. C(-2, -1), D(4, 8. c. the following points are (-1.2, 3.0) a. 4. 3), b. (3, 9) V|.-iM-ii b. (8,4) Which of C(3, C(1.7, 5.7), D(-2.3, 5.7) — the following points are on the graph of 3x (9,6) a. D(15, 12) 2. _i 7. CD. -|) — Hf) ' on the graph of c. 15? (3A " 3 d (~™3' = 2v —5x + 4y = (-18,24) ' 2) ( e. (3.6,9) ' 18? (-6, -3) d. " 9 " 22) e' In Exercises 11 and 12, graph each equation. Label the origin and the x- and ^-intercepts as O, P, and Q, respectively. Find the area of AOPQ. - 11. 3.v 13. On 2y = 12. 4.v 6 + = 3y 24 a single set of axes, sketch the horizontal line through (4, 3) vertical line through (5, -2). What is the intersection of these lines? and the What are the equations of these lines? 14. Repeat Exercise 13 for the horizontal line through (-2, line through (-2, -1) and the vertical 3). In Exercises 15-18, solve the given pair of equations simultaneously. sketch the graphs of the equations and label the intersection point. 15. 3.v x 17. = 9 +y = 3 5y x - 3y = 5x + v = 4 16. 2x 4.v 18. + - 3y 9y = = 15 3 -2.v- 6v= x - 3v Then = 18 6 Linear and Quadratic Functions 19. -l).andD(2, Plot A(l, 7), 5(3,5), C(4, figure Use 1). ABCD of quadrilateral that the opposite sides show What kind of the distance formula to are equal in length. ABCD? is A(-6, 3), B(-\. 6). C(2, 1), and D(-3, -2). Use the distance formula to show that quadrilateral ABCD is a square. (Hint: Show that the four sides are equal in length and that the two diagonals are equal in length.) 20. Plot 21. Plot ,4(5, andD(-l, 5(7. -1), C(l. -3). 1). ABCD show that the diagonals of quadrilateral What kind of quadrilateral is ABCD? to 22. Plot A(2, 0), B(4, -6), C(9, and D(7, 1), each other. What kind of quadrilateral 23. Given A( — 3, 3), 5(1, AB + BC = AC. 24. Repeat Exercise 23 for PI 25. a. Show 5(4, 2) that from A (9, b. If (2, A) 2) is Show and 5(1, that b. If (3, k) is 5 is 15), Show 7). that AC and BD bisect ABCD? show 5(-l, have the same midpoint. that B is on AC by showing that and C(3, -2). 4), equidistant 6). A and k. 5(1,4) is equidistant -3) and 5(-l, -5). A and equidistant from 5, find the value of 27. 7), equidistant from M-5, from A(-3, is 5. find the value of 26. a. and C(3, 11), is -1). Use the midpoint formula k. a point on the .v-axis 13 units from the point — 3, ( Find 5). all the possible coordinates for P. 28. Q a point is on the v-axis from the point 2VTo Find (6, 1). units and intersecting Parallel the all in lines create visual interest the Pyramid at the Louvre Museum, Paris. possible coordinates of Q. 29. Show x — that the three lines 2v = 4 intersect 30. Determine 5x — = 2v 31. a. Plot {BC) b. 4.v points + three = 3v A{-6, + (AC) 2 = x + 3y = 2x 19, — 5v = and 5, (AB) lines whose equations 3 intersect in one are 3a' . 2v = 4, point. 5(6,3), and C(-2, -1). Then show What can you conclude about ZC? 7), 2 + that Give the coordinates of the midpoint, M, of AB. Verify these coordinates by showing 32. and 0, are one point. in whether the the 2 whose equations The that CM = jAB. area of a triangle with sides a, b, and c units long can be found using Hero's (or Heron's) formula: Area = \/s(s — a)(s — b)(s — c) where s = a + b + c Find to the nearest tenth the area of the triangle with vertices 5(5, 17), and C(22, -4). Chapter One A(— 13, 2), 33. In AABC, F(5, 5) D(7, 3) the midpoint of is 34. In this proof, you The the midpoint of is AC. Find may assume AB, £(10, ence is is the midpoint of BC, and the coordinates of A, B, and C. the following: distance between two points on the vertical line 9) VA same B(x2 ,yz ) the absolute value of the differ- v-coordinates; the distance between in two points on the same horizontal line is the absolute value of the difference in .v-coordinates. Note that the first quadrant is used for . ACx,.*) convenience. Given: A = Prove: AB = V(.v 2 -.v A = (a-,, y,), B = 35. Given: 1 M is 2 + ) (v 2 (A 2 ,y 2 is the midpoint of BC. Q is the midpoint of AC. Prove: a. P b. Q c. Points + i ?i) : VA ) M A(A,,y,) 2 '>\ and P have the same y-coordinate. M and Q have the same A-coordinate. e. M= A"l + A2 >'l + V2 36. Three vertices of a parallelogram have coordinates Find the coordinates of the fourth vertex. ( — 3, How many 1), (1,4), and (4, 3). possible answers are there? 1-2 Slopes of Lines {Objective] To find the slope of a line and to determine whether two lines are parallel, perpendicular, or neither. The slope of a nonvertical line is a number measuring steepness of the line relative to the a- axis. Let be any two points on a (jc 1s y x ) the and The difference in the y y values gives the rise, and the difference in the x values (jc 2 , 2) gives the run. That is, The slope the slope m is v C(.v : v,) : ) v2 *2 2 d. Points 5U„ 2 + Ai .V AB. P v . (x2 ,y2 ) the midpoint of A'2, C(.v 2 y,) O B = (ai,^), _A is line. the ratio of the rise to the run. defined by: m = yi-y\ X — Ai 2 Linear and Quadratic Functions . Some important facts about the slope of a line follow. 't 1 . a. Horizontal lines have a slope of 0, because y2 b. =0 V] for all — X\ = for The figures slope = all x. ho 2, " ' no slope X from having zero slope. below show lines with positive slope. Lines with positive slope rise you look at points wit
Advanced Mathematics Mcdougal Littell Houghton Mifflin Answers
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