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Experimental Research in Evolutionary Computation

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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.

Author(s): Thomas Bartz-Beielstein
Series: Natural Computing Series
Edition: 1st Edition.
Publisher: Springer
Year: 2010

Language: English
Pages: 220