Evolutionary Algorithms in Theory and Practice: Evolution Strategies, Evolutionary Programming, Genetic Algorithms
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Unified framework for genetic algorithms, evolution strategies, and evolutionary programming clarifies similarities and differences for better understanding
Experimental results on mutation and selection demonstrate their critical role in algorithm performance, providing new theoretical insights
Detailed algorithm descriptions with practical implementation guidelines support both research and application
Confirmed theoretical results through meta-evolution on parallel computers validate key algorithmic principles
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Evolutionary Algorithms in Theory and Practice: Evolution Strategies, Evolutionary Programming, Genetic Algorithms by Back, Thomas. hardcover edition. ISBN: 9780195099713.
This book presents a unified view of evolutionary algorithms: the exciting new probabilistic search tools inspired by biological models that have immense potential as