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Titlebook: Linkage in Evolutionary Computation; Ying-ping Chen,Meng-Hiot Lim Book 2008 Springer-Verlag Berlin Heidelberg 2008 Bayesian network.Evolut

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楼主: Helmet
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Symbiotic Evolution to Avoid Linkage Problembe bound to linkage problems. We present three implementations of this template: first, as a pure algorithm for search and optimization, second, as an artificial immune system, and third, as an algorithm for classifier rule base evolution, and compare implementation results and feature lists with similar algorithms.
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1860-949X and recognition from researchers. Conventional approaches that rely much on ad hoc tweaking of parameters to control the search by balancing the level of exploitation and exploration are grossly inadequate. As shown in the work reported here, such parameters tweaking based approaches have their limi
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Book 2008 on ad hoc tweaking of parameters to control the search by balancing the level of exploitation and exploration are grossly inadequate. As shown in the work reported here, such parameters tweaking based approaches have their limits; they can be easily ”fooled” by cases of triviality or peculiarity of
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The Impact of Exact Probabilistic Learning Algorithms in EDAs Based on Bayesian Networks probabilistic model when exact learning is accomplished. The results obtained reveal that the quality of the problem information captured by the probability model can improve when the accuracy of the learning algorithm employed is increased. However, improvements in model accuracy do not always imply a more efficient search.
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