An Introduction to Linear Programming and Game Theory, 3rd Edition
An Introduction to Linear Programming and Game Theory, 3rd Edition
ISBN: 9780470232866
Aug 2008
480 pages
In Stock
$140.00
Description
Praise for the Second Edition:"This is quite a welldone book: very tightly organized, betterthanaverage exposition, and numerous examples, illustrations, and applications."
—Mathematical Reviews of the American Mathematical Society
An Introduction to Linear Programming and Game Theory, Third Edition presents a rigorous, yet accessible, introduction to the theoretical concepts and computational techniques of linear programming and game theory. Now with more extensive modeling exercises and detailed integer programming examples, this book uniquely illustrates how mathematics can be used in realworld applications in the social, life, and managerial sciences, providing readers with the opportunity to develop and apply their analytical abilities when solving realistic problems.
This Third Edition addresses various new topics and improvements in the field of mathematical programming, and it also presents two software programs, LP Assistant and the Solver addin for Microsoft Office Excel, for solving linear programming problems. LP Assistant, developed by coauthor Gerard Keough, allows readers to perform the basic steps of the algorithms provided in the book and is freely available via the book's related Web site. The use of the sensitivity analysis report and integer programming algorithm from the Solver addin for Microsoft Office Excel is introduced so readers can solve the book's linear and integer programming problems. A detailed appendix contains instructions for the use of both applications.
Additional features of the Third Edition include:
 A discussion of sensitivity analysis for the twovariable problem, along with new examples demonstrating integer programming, nonlinear programming, and make vs. buy models

Revised proofs and a discussion on the relevance and solution of the dual problem

A section on developing an example in Data Envelopment Analysis

An outline of the proof of John Nash's theorem on the existence of equilibrium strategy pairs for noncooperative, nonzerosum games
Providing a complete mathematical development of all presented concepts and examples, Introduction to Linear Programming and Game Theory, Third Edition is an ideal text for linear programming and mathematical modeling courses at the upperundergraduate and graduate levels. It also serves as a valuable reference for professionals who use game theory in business, economics, and management science.
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Preface xi
1 Mathematical Models 1
1.1 Applying Mathematics 1
1.2 The Diet Problem 2
1.3 The Prisoner's Dilemma 5
1.4 The Roles of Linear Programming and Game Theory 8
2 The Linear Programming Model 9
2.1 History 9
2.2 The Blending Model 10
2.3 The Production Model 21
2.4 The Transportation Model 34
2.5 The Dynamic Planning Model 38
2.6 Summary 47
3 The Simplex Method 57
3.1 The General Problem 57
3.2 Linear Equations and Basic Feasible Solutions 63
3.3 Introduction to the Simplex Method 72
3.4 Theory of the Simplex Method 77
3.5 The Simplex Tableau and Examples 85
3.6 Artificial Variables 93
3.7 Redundant Systems 101
3.8 A Convergence Proof 106
3.9 Linear Programming and Convexity 110
3.10 Spreadsheet Solution of a Linear Programming Problem 115
4 Duality 121
4.1 Introduction to Duality 121
4.2 Definition of the Dual Problem 123
4.3 Examples and Interpretations 132
4.4 The Duality Theorem 138
4.5 The Complementary Slackness Theorem 154
5 Sensitivity Analysis 161
5.1 Examples in Sensitivity Analysis 161
5.2 Matrix Representation of the Simplex Algorithm 175
5.3 Changes in the Objective Function 183
5.4 Addition of a New Variable 189
5.5 Changes in the ConstantTerm Column Vector 192
5.6 The Dual Simplex Algorithm 196
5.7 Addition of a Constraint 204
6 Integer Programming 211
6.1 Introduction to Integer Programming 211
6.2 Models with Integer Programming Formulations 214
6.3 Gomory's Cutting Plane Algorithm 228
6.4 A Branch and Bound Algorithm 237
6.5 Spreadsheet Solution of an Integer Programming Problem 244
7 The Transportation Problem 251
7.1 A Distribution Problem 251
7.2 The Transportation Problem 264
7.3 Applications 282
8 Other Topics in Linear Programming 299
8.1 An Example Involving Uncertainty 299
8.2 An Example with Multiple Goals 306
8.3 An Example Using Decomposition 314
8.4 An Example in Data Envelopment Analysis 325
9 TwoPerson, ZeroSum Games 337
9.1 Introduction to Game Theory 337
9.2 Some Principles of Decision Making in Game Theory 345
9.3 Saddle Points 350
9.4 Mixed Strategies 353
9.5 The Fundamental Theorem 360
9.6 Computational Techniques 370
9.7 Games People Play 382
10 Other Topics in Game Theory 391
10.1 Utility Theory 391
10.2 TwoPerson, NonZeroSum Games 393
10.3 Noncooperative TwoPerson Games 397
10.4 Cooperative TwoPerson Games 404
10.5 The Axioms of Nash 408
10.6 An Example 414
A Vectors and Matrices 417
B An Example of Cycling 421
C Efficiency of the Simplex Method 423
D LP Assistant 427
E Microsoft Excel and Solver 431
Bibliography 439
Solutions to Selected Problems 443
Index 457