Evolutionary Computation: Principles and Practice for Signal Processing

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SPIE Press, 2000 - Technology & Engineering - 168 pages
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Evolutionary computation is one of the fastest growing areas of computer science, partly because of its broad applicability to engineering problems. The methods can be applied to problems as diverse as supply-chain optimization, routing and planning, task assignment, pharmaceutical design, interactive gaming, and many others within the signal processing domain. The book is an outgrowth of successful SPIE short courses taught by the author. The examples span a range of applications and should be useful to a variety of readers with different backgrounds and expertise.
 

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Contents

Evolving Models of Time Series
19
Evolutionary Clustering and Classification
57
Evolving Control Systems
95
Theory and Tools for Improving Evolutionary
139

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