The convergence analysis and specification of the Population-Based Incremental Learning algorithm

In this paper, we investigate the global convergence properties in probability of the Population-Based Incremental Learning (PBIL) algorithm when the initial configuration p ( 0 ) is fixed and the learning rate α is close to zero. The convergence in probability of PBIL is confirmed by the experiment...

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Bibliographic Details
Published in:	Neurocomputing (Amsterdam) Vol. 74; no. 11; pp. 1868 - 1873
Main Authors:	Li, Helong, Kwong, Sam, Hong, Yi
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.05.2011
Subjects:	Convergence Global optimum Population-Based Incremental Learning (PBIL) Global optimum Population-Based Incremental Learning (PBIL) Convergence
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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