The Practical Handbook of Genetic Algorithms: New Frontiers, Volume II (Practical Handbook of Genetic Algorithms Vol. 2)
The Practical Handbook of Genetic Algorithms: New Frontiers, Volume II (Practical Handbook of Genetic Algorithms Vol. 2) by Lance D. Chambers
English | October 15, 1995 | ISBN: 0849325293 | 448 pages | PDF | 6.46 Mb
English | October 15, 1995 | ISBN: 0849325293 | 448 pages | PDF | 6.46 Mb
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.