Hierarchical Bayesian Optimization Algorithm = Bayesian Optimization Algorithm + Niching + Local Structures (2001)
by
Martin Pelikan
,
David. E. Goldberg
| Citations: | 219 - 59 self |
BibTeX
@INPROCEEDINGS{Pelikan01hierarchicalbayesian,
author = {Martin Pelikan and David. E. Goldberg},
title = {Hierarchical Bayesian Optimization Algorithm = Bayesian Optimization Algorithm + Niching + Local Structures},
booktitle = {},
year = {2001},
pages = {525--532},
publisher = {Morgan Kaufmann}
}
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Abstract
The paper describes the hierarchical Bayesian optimization algorithm which combines the Bayesian optimization algorithm, local structures in Bayesian networks, and a powerful niching technique. The proposed algorithm is able to solve hierarchical traps and other difficult problems very efficiently.
