Large-Scale Estimation of Distribution Algorithms with Adaptive Heavy Tailed Random Projection Ensembles
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DOI: 10.1007/s11390-019-1973-1
Abstract: We present new variants of Estimation of Distribution Algorithms (EDA) for large-scale continuous optimisation that extend and enhance a recently proposed random projection (RP) ensemble based approach. The main novelty here is to depart from… read more here.
Keywords: large scale; estimation distribution; random projection; heavy tailed ... See more keywords
Estimation of Distribution Algorithms with Fuzzy Sampling for Stochastic Programming Problems
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DOI: 10.3390/app10196937
Abstract: Generating practical methods for simulation-based optimization has attracted a great deal of attention recently. In this paper, the estimation of distribution algorithms are used to solve nonlinear continuous optimization problems that contain noise. One common… read more here.
Keywords: stochastic programming; proposed methods; estimation distribution; programming problems ... See more keywords