Linear Programming: An Introduction to Finite Improvement Algorithms

Second Edition

Nonfiction, Science & Nature, Mathematics, Linear Programming
Cover of the book Linear Programming: An Introduction to Finite Improvement Algorithms by Prof. Daniel Solow, Dover Publications
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Author: Prof. Daniel Solow ISBN: 9780486782171
Publisher: Dover Publications Publication: August 11, 2014
Imprint: Dover Publications Language: English
Author: Prof. Daniel Solow
ISBN: 9780486782171
Publisher: Dover Publications
Publication: August 11, 2014
Imprint: Dover Publications
Language: English

Suitable for undergraduate students of mathematics and graduate students of operations research and engineering, this text covers the basic theory and computation for a first course in linear programming. In addition to substantial material on mathematical proof techniques and sophisticated computation methods, the treatment features numerous examples and exercises.
An introductory chapter offers a systematic and organized approach to problem formulation. Subsequent chapters explore geometric motivation, proof techniques, linear algebra and algebraic steps related to the simplex algorithm, standard phase 1 problems, and computational implementation of the simplex algorithm. Additional topics include duality theory, issues of sensitivity and parametric analysis, techniques for handling bound constraints, and network flow problems. Helpful appendixes conclude the text, including a new addition that explains how to use Excel to solve linear programming problems.

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Suitable for undergraduate students of mathematics and graduate students of operations research and engineering, this text covers the basic theory and computation for a first course in linear programming. In addition to substantial material on mathematical proof techniques and sophisticated computation methods, the treatment features numerous examples and exercises.
An introductory chapter offers a systematic and organized approach to problem formulation. Subsequent chapters explore geometric motivation, proof techniques, linear algebra and algebraic steps related to the simplex algorithm, standard phase 1 problems, and computational implementation of the simplex algorithm. Additional topics include duality theory, issues of sensitivity and parametric analysis, techniques for handling bound constraints, and network flow problems. Helpful appendixes conclude the text, including a new addition that explains how to use Excel to solve linear programming problems.

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