On the Convergence of Sampling Measures in the Global Genetic Search
PPAM '01 Proceedings of the th International Conference on Parallel Processing and Applied Mathematics-Revised Papers
Multiobjective evolutionary strategy for finding neighbourhoods of pareto-optimal solutions
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
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We present Hierarchical Genetic Strategy (HGS) as a family of Markov chains applying Vose's mathematical model for Simple Genetic Algorithm. Studying its asymptotic properties and performing simply experiments we try to compare efficiency of HGS and sequential genetic algorithms.