Experimental Research in Evolutionary Computation
| Autor: | Thomas Bartz-Beielstein |
|---|---|
| EAN: | 9783540320272 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 09.05.2006 |
| Untertitel: | The New Experimentalism |
| Kategorie: | |
| Schlagworte: | Performance algorithm algorithms evolution evolutionary algorithm evolutionary computation heuristics optimization simulation statistics |
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This book introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. It develops and applies statistical techniques to analyze and compare modern search heuristics such as evolutionary algorithms and particle swarm optimization. The book bridges the gap between theory and experiment by providing a self-contained experimental methodology and many examples.
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