The Practical Handbook of Genetic Algorithms (eBook, ePUB)
New Frontiers, Volume II
Redaktion: Chambers, Lance D.
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Presenting the topic from a an applications point of view, this text takes readers from the construction of a simple GA to advanced implementations. As readers come to understand GAs and their processes, they will begin to understand the power of the genetic-based problem-solving paradigms that lie behind them. Problems that for many have been considered intractable are shown to be solvable using the techniques described in this work. Specific solution descriptions to real-world problems are provided, or use these as examples to develop solutions to unique problems. The book demonstrates how t...
Presenting the topic from a an applications point of view, this text takes readers from the construction of a simple GA to advanced implementations. As readers come to understand GAs and their processes, they will begin to understand the power of the genetic-based problem-solving paradigms that lie behind them. Problems that for many have been considered intractable are shown to be solvable using the techniques described in this work. Specific solution descriptions to real-world problems are provided, or use these as examples to develop solutions to unique problems. The book demonstrates how to develop genetic algorithm coding schemes and covers how and when to employ the Genetic Algorithm to solve problems.
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