Genetic Algorithms + Data Structures = Evolution Programs

by Zbigniew Michalewicz

I. Genetic Algorithms.- 1 What Are They?.- 2 How Do They Work?.- 3 Why Do They Work?.- 4 Selected Topics.- II. Numerical Optimization.- 5 Binary or Float?.- 6 Fine Local Tuning.- 7 Handling Constraints.- 8 Evolution Strategies and Other Methods.- III. Evolution Programs.- 9 The Transportation Problem.- 10 The Traveling Salesman Problem.- 11 Drawing Graphs, Scheduling, and Partitioning.- 12 Machine Learning.- Conclusions.- References.

Genres: Artificial Intelligence, Mathematics

268 pages, Paperback

First published September 1, 1992

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genetic algorithm structure