The Practical Handbook of Genetic Algorithms

ISBN 10: 0849325293 / ISBN 13: 9780849325298

Editore: Taylor & Francis Group, 1995

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pp. 448.

Codice articolo 262176496

Dati bibliografici

• Titolo: The Practical Handbook of Genetic Algorithms
• Editore: Taylor & Francis Group
• Data di pubblicazione: 1995
• Lingua: Inglese
• ISBN 10: 0849325293
• ISBN 13: 9780849325298
• Rilegatura: Rilegato
• Condizione: New

Descrizione articolo

Riassunto

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.

Informazioni sull?autore

Chambers, Lance D.