Optimization: Theory and Practice

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Alpha Science Int'l Ltd., 2004 - Computers - 325 pages
Gives a detailed mathematical exposition to various optimization techniques. This book includes topics such as: Single and multi-dimensional optimization, Linear programming, Nonlinear constrained optimization and Evolutionary algorithms.
 

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Algorithm 2.3.1 on p. 77 has several bugs. I had to correct the decision block and the convergence test to get it to work correctly. If contacted, I can email the corrections to the authors.

Contents

Mathematical Preliminaries
1
OneDimensional Optimization
49
Unconstrained Gradient Based Optimization Methods
95
method
135
Linear Programming
174
Constrained Optimization Methods
238
Evolutionary Algorithms
300
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