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Algorithmic Principles of Mathematical Programming

By: Ulrich Faigle, W. Kern, Georg Still

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Hardcover | 31 August 2002

At a Glance

Hardcover
356 Pages

Dimensions(cm)
24.13 x 16.51 x 1.27

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$169.00

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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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You Can Find This Book In

Non-Fiction Mathematics Algebra Optimisation Linear Programming Computing & I.T.Computer Programming & Software Development Probability & Statistics Applied Mathematics

Other Editions and Formats

Paperback

Published: 7th December 2010

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Introduction
Real Vector Spaces
Linear Equations and Linear Inequalities
Polyhedra
Linear Programs and the Simplex Method
Lagrangian Duality
An Interior Point Algorithm for Linear Programs
Network Flows
Complexity
Integer Programming
Convex Sets and Convex Functions
Unconstrained Optimization
Constrained Nonlinear Optimization
List of frequently used Symbols
Bibliography
Index
Table of Contents provided by Publisher. All Rights Reserved.

Algorithmic Principles of Mathematical Programming

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

Other Editions and Formats

Paperback

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