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Título: Intelligent Exploration For Genetic Algorithms | |
| Autor: Ben Amor Heni | Precio: $1250.00 | |
| Editorial: Akademie Verlag | Año: 2008 | |
| Tema: Genetica Humana | Edición: 1ª | |
| Sinopsis | ISBN: 9783836488631 | |
| Exploration vs. exploitation is a well known issue in Evolutionary Algorithms. Accordingly, an unbalanced search can lead to premature convergence. GASOM, a novel Genetic Algorithm, addresses this problem by intelligent exploration techniques. The approach uses Self-Organizing Maps to mine data from the evolution process. The information obtained is successfully utilized to enhance the search strategy and confront genetic drift. | ||
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