Statistical Evolutionary Algorithms

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Importance sampling regularization for estimation of distribution algorithms

http://dl.acm.org/citation.cfm?id=2001896

Hierarchical importance sampling instead of annealing

http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4424464