langreiter.com plain, simple: PMBGA

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PMBGA

CREATED BY chris • LAST EDITED BY chris 6108 days AGO

Probabilistic model-building GA

Martin Pelikan: Tutorial on Probabilistic Model-Building Genetic Algorithms

Following Pelikan:

Easy problems: Univariate models.
→ [create PBIL], [create UMDA], [create cGA]

Somewhat difficult problems: Bivariate models.
→ [create MIMIC], [create COMIT], [create BMDA]

Difficult problems: Use multivariate models.
→ BOA, [create EBNA], [create LFDA]

Most difficult problems: Use hierarchical decomposition.
→ [create hBOA]