Unified eigen analysis on multivariate Gaussian based estimation of distribution algorithms

DOI10.1016/J.INS.2008.01.021zbMath1283.65062OpenAlexW2047760095MaRDI QIDQ933653

Xin Yao, Wei Shan Dong

Publication date: 24 July 2008

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

Full work available at URL: https://doi.org/10.1016/j.ins.2008.01.021

zbMATH Keywords

estimation of distribution algorithmmultivariate Gaussian distributioneigen analysiscovariance matrix scalingeigenvalue tuning

Mathematics Subject Classification ID

Numerical optimization and variational techniques (65K10) Distributed algorithms (68W15)

Related Items (5)

Repairing normal EDAs with selective repopulation ⋮ A Boltzmann based estimation of distribution algorithm ⋮ Estimation distribution algorithms on constrained optimization problems ⋮ Distributed estimation of distribution algorithms for continuous optimization: how does the exchanged information influence their behavior? ⋮ HPBILc: A histogram-based EDA for continuous optimization

Cites Work

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• A well-conditioned estimator for large-dimensional covariance matrices
• Mathematical modelling of UMDA\(_{c}\) algorithm with tournament selection. Behaviour on linear and quadratic functions
• Principal component analysis.
• Matching inductive search bias and problem structure in continuous Estimation-of-Distribution Algorithms
• A survey of optimization by building and using probabilistic models

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