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Theory of Randomized Search Heuristics, 2011
- Anne Auger, Benjamin Doerr:
Theory of Randomized Search Heuristics: Foundations and Recent Developments. Series on Theoretical Computer Science 1, World Scientific 2011, ISBN 978-981-4282-66-6 - Benjamin Doerr:
Analyzing Randomized Search Heuristics: Tools from Probability Theory. 1-20 - Pietro S. Oliveto, Xin Yao:
Runtime Analysis of Evolutionary Algorithms for Discrete Optimization. 21-52 - Daniel Johannsen:
Evolutionary Computation in Combinatorial Optimization. 53-99 - Dimo Brockhoff:
Theoretical Aspects of Evolutionary Multiobjective Optimization. 101-139 - Dirk Sudholt:
Memetic Evolutionary Algorithms. 141-169 - Thomas Jansen:
Simulated Annealing. 171-195 - Carsten Witt:
Theory of Particle Swarm Optimization. 197-223 - Walter J. Gutjahr:
Ant Colony Optimization: Recent Developments in Theoretical Analysis. 225-254 - L. Darrell Whitley, Jonathan E. Rowe:
A "No Free Lunch" Tutorial: Sharpened and Focused No Free Lunch. 255-287 - Anne Auger, Nikolaus Hansen:
Theory of Evolution Strategies: A New Perspective. 289-325 - Olivier Teytaud:
Lower Bounds for Evolution Strategies. 327-354
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