Evolutionary Computation for Modeling and Optimization / Edition 1

Evolutionary Computation for Modeling and Optimization / Edition 1

by Daniel Ashlock
     
 

ISBN-10: 1441919694

ISBN-13: 9781441919694

Pub. Date: 10/15/2010

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.

 See more details below

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:
9781441919694
Publisher:
Springer New York
Publication date:
10/15/2010
Edition description:
Softcover reprint of hardcover 1st ed. 2006
Pages:
572
Product dimensions:
1.20(w) x 9.21(h) x 6.14(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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