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Genetic Programming Theory and Practice III

By: Tina Yu (Editor), Rick Riolo (Editor), Bill Worzel (Editor)

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Hardcover | 1 February 2006

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Hardcover
328 Pages

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23.39 x 15.6 x 1.91

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Contributing Authors.- Preface.- Foreword.- Genetic Programming: Theory and Practice.- Evolving Swarming Agents in Real Time.- Automated Design of a Previously Patented Aspherical Optical Lens System by Means of Genetic Programming.- Discrimination of Unexploded Ordnance from Clutter Using Linear Genetic Programming.- Rapid Re-evolution of an X-Band Antenna for NASA's Space Technology 5 Mission.- Variable Selection in Industrial Datasets Using Pareto Genetic Programming.- A Higher-Order Function Approach to Evolve Recursive Programs.- Trivial Geography in Genetic Programming.- Running Genetic Programming Backwards.- An Examination of Simultaneous Evolution of Grammars and Solutions.- The Importance of Local Search.- Content Diversity in Genetic Programming and its Correlation with Fitness.- Genetic Programming Inside a Cell.- Evolution on Neutral Networks in Genetic Programming.- The Effects of Size and Depth Limits on Tree Based Genetic Programming.- Application Issues of Genetic Programming in Industry.- Challenges in Open-Ended Problem Solving with Genetic Programming.- Domain Specificity of Genetic Programming Based Automated Synthesis: A Case Study with Synthesis of Mechanical Vibration Absorbers.- Genetic Programming in Industrial Analog CAD: Applications and Challenges.- Index.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Machine Learning Computer Programming & Software Development Algorithms & Data Structures

Contributing Authors	p. vii
Preface	p. xiii
Foreword	p. xv
Genetic Programming: Theory and Practice	p. 1
Evolving Swarming Agents in Real Time	p. 15
Automated Design of a Previously Patented Aspherical Optical Lens System by Means of Genetic Programming	p. 33
Discrimination of Unexploded Ordnance from Clutter Using Linear Genetic Programming	p. 49
Rapid Re-evolution of an X-Band Antenna for NASA's Space Technology 5 Mission	p. 65
Variable Selection in Industrial Datasets Using Pareto Genetic Programming	p. 79
A Higher-Order Function Approach to Evolve Recursive Programs	p. 93
Trivial Geography in Genetic Programming	p. 109
Running Genetic Programming Backwards	p. 125
An Examination of Simultaneous Evolution of Grammars and Solutions	p. 141
The Importance of Local Search	p. 159
Content Diversity in Genetic Programming and its Correlation with Fitness	p. 177
Genetic Programming inside a Cell	p. 191
Evolution on Neutral Networks in Genetic Programming	p. 207
The Effects of Size and Depth Limits on Tree Based Genetic Programming	p. 223
Application Issues of Genetic Programming in Industry	p. 241
Challenges in Open-Ended Problem Solving with Genetic Programming	p. 259
Domain Specificity of Genetic Programming based Automated Synthesis: a Case Study with Synthesis of Mechanical Vibration Absorbers	p. 275
Genetic Programming Industrial Analog CAD: Applications and Challenges	p. 291
Index	p. 307
Table of Contents provided by Ingram. All Rights Reserved.

Genetic Programming Theory and Practice III

At a Glance

Hardcover

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