Genetic Algorithms + Data Structures = Evolution Programs

✍ Scribed by Zbigniew Michalewicz (auth.)

Publisher: Springer Berlin Heidelberg
Year: 1994
Tongue: English
Leaves: 344
Edition: 2
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Front Matter....Pages I-XVI
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 55-91
Front Matter....Pages 93-93
Binary or Float?....Pages 95-104
Fine Local Tuning....Pages 105-118
Handling Constraints....Pages 119-166
Evolution Strategies and Other Methods....Pages 167-184
Front Matter....Pages 185-185
The Transportation Problem....Pages 187-209
The Traveling Salesman Problem....Pages 211-237
Drawing Graphs, Scheduling, Partitioning, and Path Planning....Pages 239-269
Machine Learning....Pages 271-285
Conclusions....Pages 287-308
Back Matter....Pages 309-340

✦ Subjects

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

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