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Handbook of Memetic Algorithms 2012

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Ferrante Neri, Carlos Cotta, Pablo Moscato:
Handbook of Memetic Algorithms. Studies in Computational Intelligence 379, Springer 2012, ISBN 978-3-642-23246-6

Foundations

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Ferrante Neri, Carlos Cotta:
Basic Concepts. 3-7
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Ágoston E. Eiben, James E. Smith:
Evolutionary Algorithms. 9-27
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Marco Antonio Montes de Oca, Carlos Cotta, Ferrante Neri:
Local Search. 29-41
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Ferrante Neri, Carlos Cotta:
A Primer on Memetic Algorithms. 43-52

Methodology

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Dirk Sudholt:
Parametrization and Balancing Local and Global Search. 55-72
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Jin-Kao Hao:
Memetic Algorithms in Discrete Optimization. 73-94
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Peter Merz:
Memetic Algorithms and Fitness Landscapes in Combinatorial Optimization. 95-119
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Carlos Cotta, Ferrante Neri:
Memetic Algorithms in Continuous Optimization. 121-134
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Tapabrata Ray, Ruhul A. Sarker:
Memetic Algorithms in Constrained Optimization. 135-151
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Ferrante Neri:
Diversity Management in Memetic Algorithms. 153-165
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James E. Smith:
Self-adaptative and Coevolving Memetic Algorithms. 167-188
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Carlos Cotta, Antonio José Fernández Leiva, José E. Gallardo:
Memetic Algorithms and Complete Techniques. 189-200
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Andrzej Jaszkiewicz, Hisao Ishibuchi, Qingfu Zhang:
Multiobjective Memetic Algorithms. 201-217
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Yoel Tenne:
Memetic Algorithms in the Presence of Uncertainties. 219-237

Applications

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Andrea Caponio, Ferrante Neri:
Memetic Algorithms in Engineering and Design. 241-260
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Regina Berretta, Carlos Cotta, Pablo Moscato:
Memetic Algorithms in Bioinformatics. 261-271

Epilogue

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Pablo Moscato:
Memetic Algorithms: The Untold Story. 275-309

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