Front Matter

Brief Contents

Contents

Preface

Acknowledgments

Part I

MANAGEMENT SCIENCE

1 Urban Services

Urban Services

1.1 Euler Circuits

1.2 Finding Euler Circuits

1.3 Beyond Euler Circuits

1.4 Urban Graph Traversal Problems

Review Vocabulary

Self Check Answers

Skills Check

Chapter 1 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

2 Business Efficiency

Business Efficiency

2.1 Hamiltonian Circuits

2.2 Traveling Salesman Problem

2.3 Helping Traveling Salesmen

2.4 Minimum-Cost Spanning Trees

2.5 Critical-Path Analysis

Review Vocabulary

Self Check Answers

Skills Check

Chapter 2 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

3 Planning and Scheduling

Planning and Scheduling

3.1 Scheduling Tasks

3.2 Critical-Path Schedules

3.3 Independent Tasks

3.4 Bin Packing

3.5 Resolving Conflict via Coloring

Review Vocabulary

Self Check Answers

Skills Check

Chapter 3 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

4 Linear Programming and the Transportation Problem

Linear Programmingand the Transportation Problem

4.1 Linear Programming and Mixture Problems: Combining Resources to Maximize Profit

4.2 Finding the Optimal Production Policy

4.3 Why the Corner Point Principle Works

4.4 Linear Programming: Life Is Complicated

4.5 A Transportation Problem: Delivering Perishables

4.6 Improving on the Current Solution

Review Vocabulary

Self Check Answers

Skills Check

Chapter 4 Exercises

Writing Projects

Suggested Readings

Suggested Websites

Part II

STATISTICS: THE SCIENCE OF DATA

5 Exploring Data: Distributions

Exploring Data: Distributions

5.1 Displaying Distributions: Histograms

5.2 Interpreting Histograms

5.3 Displaying Distributions: Stemplots

5.4 Describing Center: Mean and Median

5.5 Describing Variability: Range and Quartiles

5.6 The Five-Number Summary and Boxplots

5.7 Describing Variability: The Standard Deviation

5.8 Normal Distributions

5.9 The 68-95-99.7 Rule for Normal Distributions

Review Vocabulary

Self Check Answers

Skills Check

Chapter 5 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

6 Exploring Data: Relationships

Exploring Data: Relationships

6.1 Displaying Relationships: Scatterplot

6.2 Making Predictions: Regression Line

6.3 Correlation

6.4 Least-Squares Regression

6.5 Interpreting Correlation and Regression

Review Vocabulary

Self Check Answers

Skills Check

Chapter 6 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

Data for Decisions

Data for Decisions

7.1 Sampling

7.2 Bad Sampling Methods

7.3 Simple Random Samples

7.4 Cautions About Sample Surveys

7.5 Experiments

7.6 Experiments Versus Observational Studies

7.7 Inference: From Sample to Population

Review Vocabulary

Self Check Answers

Skills Check

Chapter 7 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

Probability: The Mathematics of Chance

Probability: The Mathematics of Chance

8.1 Random Phenomena and Probability

8.2 Basic Rules of Probability

8.3 Rules of Probability: Independent and Dependent Events

8.4 Discrete Probability Models

8.5 Equally Likely Outcomes

8.6 Continuous Probability Models

8.7 The Mean and Standard Deviation of a Probability Model

8.8 The Central Limit Theorem

Review Vocabulary

Self Check Answers

Skills Check

Chapter 8 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

Part III

VOTING AND SOCIAL CHOICE

Social Choice:The Impossible Dream

Social Choice:The Impossible Dream

9.1 An Introduction to Social Choice

9.2 Majority Rule and Condorcet's Method

9.3 Other Voting Systems for Three or More Candidates

9.4 Insurmountable Difficulties: Arrow's Impossibility Theorem

9.5 A Better Approach? Approval Voting

Review Vocabulary

Self Check Answers

Skills Check

Chapter 9 Exercises

Writing Projects

Suggested Readings

10 The Manipulability of Voting Systems

The Manipulability of Voting Systems

10.1 An Introduction to Manipulability

10.2 Majority Rule and Condorcet's Method

10.3 The Manipulability of Other Voting Systems for Three or More Candidates

10.4 Impossibility

10.5 The Chair's Paradox

Review Vocabulary

Self Check Answers

Skills Check

Chapter 10 Exercises

Writing Projects

Suggested Readings

Weighted Voting Systems

Weighted Voting Systems 11

11.1 How Weighted Voting Works

11.2 The Shapley-Shubik Model

11.3 The Banzhaf Model

11.4 Voting Systems - Without Weights

Review Vocabulary

Self Check Answers

Skills Check

Chapter 11 Exercises

Writing Projects

Suggested Readings

Suggested Websites

12 Electing the President

Electing the President

12.1 Narrowing the Field through the Primary Process

12.2 Spatial Models for Two-Candidate Elections: Discrete Distributions

12.3 Spatial Models for Two-Candidate Elections: Continuous Distributions

12.4 Spatial Models for Multicandidate Elections

12.5 Spatial Models and the Electoral College

Review Vocabulary

Self Check Answers

Skills Check

Chapter 12 Exercises

Writing Projects

Suggested Readings

Suggested Websites

Part IV

FAIRNESS AND GAME THEORY

13 Fair Division

Fair Division

13.1 The Adjusted Winner Procedure

13.2 The Knaster Inheritance Procedure

13.3 Fair Division and Organ Transplant Policies

13.4 Taking Turns

13.5 Divide-and-Choose

13.6 Cake-Division Procedures: Proportionality

13.7 Cake-Division Procedures: The Problem of Envy

13.8 Vickrey Auctions

Review Vocabulary

Self Check Answers

Skills Check

Chapter 13 Exercises

Writing Projects

Suggested Readings

14 Apportionment

Apportionment

14.1 The Apportionment Problem

14.2 The Hamilton Method

14.3 Divisor Methods

14.4 Which Divisor Method Is Best?

Review Vocabulary

Self Check Answers

Skills Check

Chapter 14 Exercises

Writing Projects

Suggested Readings

Suggested Websites

15 Game Theory: The Mathematics of Competition

Game Theory: The Mathematics of Competition

15.1 Two-Person Total-Conflict Games: Pure Strategies

15.2 Two-Person Total-Conflict Games: Mixed Strategies

15.3 Partial-Conflict Games

15.4 Mechanism Design and Larger Games

15.5 Using Game Theory

Review Vocabulary

Self Check Answers

Skills Check

Chapter 15 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

Part V

THE DIGITAL REVOLUTION

16 Identification Numbers

Identification Numbers

16.1 Check Digits

16.2 The ZIP Code

16.3 Bar Codes

16.4 Encoding Personal Data

Review Vocabulary

Self Check Answers

Skills Check

Chapter 16 Exercises

Writing Projects

Suggested Readings

Suggested Websites

17 Encoding Information

Encoding Information

17.1 Binary Codes

17.2 Encoding with Parity-Check Sums

17.3 Data Compression

17.4 Cryptography

Review Vocabulary

Self Check Answers

Skills Check

Chapter 17 Exercises

Suggested Websites and Videos

Part VI

ON SIZE AND GROWTH

18 Growth and Form

Growth and Form

18.1 Geometric Similarity

18.2 How Much Is That in …?

18.3 Big Stuff

18.4 Dimension Tension

18.5 How We Grow

Review Vocabulary

Self Check Answers

Skills Check

Chapter 18 Exercises

Writing Projects

Suggested Readings

Suggested Websites

19 Symmetry and Pattern

Symmetry and Pattern

19.1 Fibonacci Numbers and the Golden Ratio

19.2 Rosette and Strip Patterns

19.3 Notation for Patterns

19.4 Symmetry Groups

19.5 Fractal Patterns and Chaos

Review Vocabulary

Self Check Answers

Skills Check

Chapter 19 Exercises

Writing Projects

Suggested Readings

Suggested Websites

20 Tilings

Tilings

20.1 Tilings with Regular Polygons

20.2 Tilings with Irregular Polygons

20.3 Using Only Translations

20.4 Using Translations Plus Half-Turns

20.5 Nonperiodic Tilings

Review Vocabulary

Self Check Answers

Skills Check

Chapter 20 Exercises

Writing Projects

Suggested Readings

Suggested Websites

Part VII

YOUR MONEY AND RESOURCES

21 Savings Models

Savings Models

21.1 Simple Interest and Arithmetic Growth

21.2 Compound Interest and Geometric Growth

21.3 Effective Rate and APY

21.4 A Limit to Compounding

21.5 A Model for Saving

21.6 Inflation

Review Vocabulary

Self Check Answers

Skills Check

Chapter 21 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

22 Borrowing Models

Borrowing Models

22.1 Simple Interest

22.2 Compound Interest

22.3 Conventional Loans

22.4 Other Loans

22.5 Annuities

Review Vocabulary

Self Check Answers

Skills Check

Chapter 22 Exercises

Applet Exercises

Writing Projects

Suggested Readings

Suggested Websites

23 The Economics of Resources

The Economics of Resources

23.1 Growth Models for Biological Populations

23.2 How Long Can a Nonrenewable Resource Last?

23.3 Radioactive Decay

23.4 Harvesting Renewable Resources

23.5 Dynamical Systems and Chaos

Review Vocabulary

Self Check Answers

Skills Check

Chapter 23 Exercises

Writing Projects

Suggested Readings

Suggested Websites

Algebra Review Appendix

Albegra Review I

Albegra Review II

Albegra Review III

Albegra Review IV

Albegra Review V

Albegra Review VI

Albegra Review VII

Albegra Review VIII

Index

Index

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