Evolutionary Computation for Modeling and Optimization / Edition 1

Evolutionary Computation for Modeling and Optimization / Edition 1

by Daniel Ashlock
     
 

ISBN-10: 0387221964

ISBN-13: 9780387221960

Pub. Date: 12/15/2005

Publisher: Springer New York

Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.

Lots of applications and test problems, including a biotechnology chapter.

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Overview

Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.

Lots of applications and test problems, including a biotechnology chapter.

Product Details

ISBN-13:
9780387221960
Publisher:
Springer New York
Publication date:
12/15/2005
Edition description:
2006
Pages:
572
Product dimensions:
9.21(w) x 6.14(h) x 1.31(d)

Table of Contents

An Overview of Evolutionary Computation.- Designing Simple Evolutionary Algorithms.- Optimizing Real-Valued Functions.- Sunburn: Coevolving Strings.- Small Neural Nets : Symbots.- Evolving Finite State Automata.- Ordered Structures.- Plus-One-Recall-Store.- Fitting to Data.- Tartarus: Discrete Robotics.- Evolving Logic Functions.- ISAc List: Alternative Genetic Programming.- Graph-Based Evolutionary Algorithms.- Cellular Encoding.- Application to Bioinformatics.

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