Biologically Inspired Optimization Methods An Introduction 1st Edition by Mattias Wahde ISBN 1845643445 9781845643447

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Product details:

ISBN 10: 1845643445

ISBN 13: 9781845643447 

Author: Mattias Wahde

Biologically inspired optimization methods constitute a rapidly expanding field of research, with new applications appearing on an almost daily basis, as optimization problems of ever-increasing complexity appear in science and technology. This book provides a general introduction to such optimization methods, along with descriptions of the biological systems upon which the methods are based. The book also covers classical optimization methods, making it possible for the reader to determine whether a classical optimization method or a biologically inspired one is most suitable for a given problem.

Table of contents:

1. Classical Optimization

2. Evolutionary Algorithms

3. Ant Colony Optimization

4. Performance Comparison

5. Neural Networks

6. Analysis of Optimization Algorithms

7. Data Analysis

8. Benchmark Functions

9. Answers to Selected Exercises

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Tags: Mattias Wahde, Biologically Inspired, Optimization Methods, Introduction