Genetic Algorithms + Data Structures = Evolution Programs

✍ Scribed by Zbigniew Michalewicz (auth.)

Publisher: Springer Berlin Heidelberg
Year: 1992
Tongue: English
Leaves: 257
Series: Artificial Intelligence
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Front Matter....Pages I-XIV
Introduction....Pages 1-10
Front Matter....Pages 11-11
GAs: What Are They?....Pages 13-30
GAs: How Do They Work?....Pages 31-42
GAs: Why Do They Work?....Pages 43-53
GAs: Selected Topics....Pages 55-72
Front Matter....Pages 73-73
Binary or Float?....Pages 75-82
Fine Local Tuning....Pages 83-96
Handling Constraints....Pages 97-126
Evolution Strategies and Other Methods....Pages 127-138
Front Matter....Pages 139-139
The Transportation Problem....Pages 141-163
The Traveling Salesman Problem....Pages 165-191
Drawing Graphs, Scheduling, and Partitioning....Pages 193-214
Machine Learning....Pages 215-229
Conclusions....Pages 231-239
Back Matter....Pages 241-252

✦ Subjects

Numerical Analysis; Programming Techniques; Software Engineering; Algorithms; Artificial Intelligence (incl. Robotics); Operation Research/Decision Theory

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