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Algorithmic Principles of Mathematical Programming

Algorithmic Principles of Mathematical Programming

Hardcover

Series: Texts in the Mathematical Sciences, Book 24

General Mathematics

ISBN10: 140200852X
ISBN13: 9781402008528
Publisher: Springer
Published: Aug 31 2002
Pages: 339
Weight: 1.67
Height: 0.78 Width: 6.58 Depth: 9.68
Language: English
Algorithmic Principles of Mathematical Programming investigates the mathematical structures and principles underlying the design of efficient algorithms for optimization problems. Recent advances in algorithmic theory have shown that the traditionally separate areas of discrete optimization, linear programming, and nonlinear optimization are closely linked. This book offers a comprehensive introduction to the whole subject and leads the reader to the frontiers of current research. The prerequisites to use the book are very elementary. All the tools from numerical linear algebra and calculus are fully reviewed and developed. Rather than attempting to be encyclopedic, the book illustrates the important basic techniques with typical problems. The focus is on efficient algorithms with respect to practical usefulness. Algorithmic complexity theory is presented with the goal of helping the reader understand the concepts without having to become a theoretical specialist. Further theory is outlined and supplemented with pointers to the relevant literature.

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General Mathematics