A similarity-based surrogate model for enhanced performance in genetic algorithms

DOI10.1007/S12597-009-0006-1zbMath1190.90288OpenAlexW2083692504MaRDI QIDQ980520

Leonardo G. Fonseca, Helio J. C. Barbosa, Afonso C. C. Lemonge

Publication date: 29 June 2010

Published in: Opsearch (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s12597-009-0006-1

zbMATH Keywords

genetic algorithmssurrogate modelsmetamodelsnearest neighbors approximation

Mathematics Subject Classification ID

Approximation methods and heuristics in mathematical programming (90C59)

Related Items (1)

An augmented Lagrangian fish swarm based method for global optimization

Cites Work

• An efficient constraint handling method for genetic algorithms
• A methodology for fitting and validating metamodels in simulation
• Application-driven sequential designs for simulation experiments: Kriging metamodelling
• Generalized sampling: a variational approach .I. Theory
• Generalized sampling: a variational approach .II. Applications
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