The Practical Handbook of Genetic Algorithms

ISBN 10: 0849325293 / ISBN 13: 9780849325298

Published by Taylor & Francis Group, 1995

About this Item

pp. 448.

Seller Inventory # 262176496

Bibliographic Details

• Title: The Practical Handbook of Genetic Algorithms
• Publisher: Taylor & Francis Group
• Publication Date: 1995
• Language: English
• ISBN 10: 0849325293
• ISBN 13: 9780849325298
• Binding: Hardcover
• Condition: New

About this title

Synopsis

The mathematics employed by genetic algorithms (GAs)are among the most exciting discoveries of the last few decades. But what exactly is a genetic algorithm? A genetic algorithm is a problem-solving method that uses genetics as its model of problem solving. It applies the rules of reproduction, gene crossover, and mutation to pseudo-organisms so those "organisms" can pass beneficial and survival-enhancing traits to new generations. GAs are useful in the selection of parameters to optimize a system's performance. A second potential use lies in testing and fitting quantitative models. Unlike any other book available, this interesting new text/reference takes you from the construction of a simple GA to advanced implementations. As you come to understand GAs and their processes, you will begin to understand the power of the genetic-based problem-solving paradigms that lie behind them.

About the Author

Chambers, Lance D.