Univariate marginal distribution algorithm dynamics for a class of parametric functions with unitation constraints

DOI10.1016/j.ins.2011.01.024zbMath1216.68219OpenAlexW2073674715MaRDI QIDQ545354

Roberto Santana, Li-Vang Lozada-Chang

Publication date: 22 June 2011

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2011.01.024

zbMATH Keywords

convergence analysisevolutionary algorithmsestimation of distribution algorithmslong string limit analysisunivariate marginal distribution algorithm

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Related Items (3)

Estimation of distribution algorithms for the computation of innovation estimators of diffusion processes ⋮ Distributed estimation of distribution algorithms for continuous optimization: how does the exchanged information influence their behavior? ⋮ On the model updating operators in univariate estimation of distribution algorithms

Cites Work

• Hierarchical Bayesian optimization algorithm. Toward a new generation of evolutionary algorithms. With a foreword by David E. Goldberg
• Towards a new evolutionary computation. Advances on estimation of distribution algorithms.
• Evolutionary algorithms. The role of mutation and recombination
• Schemata, distributions and graphical models in evolutionary optimization
• A survey of optimization by building and using probabilistic models
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