Publicação: A new implementation of Population Based Incremental Learning method for optimization studies in electromagnetics
dc.contributor.author | Yang, S. Y. | |
dc.contributor.author | Ho, S. L. | |
dc.contributor.author | Ni, G. Z. | |
dc.contributor.author | Machado, José Márcio [UNESP] | |
dc.contributor.author | Wong, K. F. | |
dc.contributor.institution | Zhejiang University | |
dc.contributor.institution | Hong Kong Polytechnic University | |
dc.contributor.institution | Universidade Estadual Paulista (Unesp) | |
dc.date.accessioned | 2014-05-27T11:22:02Z | |
dc.date.available | 2014-05-27T11:22:02Z | |
dc.date.issued | 2006-11-21 | |
dc.description.abstract | To enhance the global search ability of Population Based Incremental Learning (PBIL) methods, It Is proposed that multiple probability vectors are to be Included on available PBIL algorithms. As a result, the strategy for updating those probability vectors and the negative learning and mutation operators are redefined as reported. Numerical examples are reported to demonstrate the pros and cons of the newly Implemented algorithm. ©2006 IEEE. | en |
dc.description.affiliation | College of Electrical Engineering Zhejiang University, Hangzhou, 310027 | |
dc.description.affiliation | Department of Electrical Engineering Hong Kong Polytechnic University, Hong Kong | |
dc.description.affiliation | São Paulo State University (UNESP), São José do Rio Preto | |
dc.description.affiliationUnesp | São Paulo State University (UNESP), São José do Rio Preto | |
dc.identifier | http://dx.doi.org/10.1109/CEFC-06.2006.1632955 | |
dc.identifier.citation | 12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006. | |
dc.identifier.doi | 10.1109/CEFC-06.2006.1632955 | |
dc.identifier.scopus | 2-s2.0-42749107739 | |
dc.identifier.uri | http://hdl.handle.net/11449/69227 | |
dc.language.iso | eng | |
dc.relation.ispartof | 12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006 | |
dc.rights.accessRights | Acesso aberto | |
dc.source | Scopus | |
dc.subject | Algorithms | |
dc.subject | Learning systems | |
dc.subject | Numerical analysis | |
dc.subject | Optimization | |
dc.subject | Probability | |
dc.subject | Vectors | |
dc.subject | Multiple probability vectors | |
dc.subject | Population Based Incremental Learning (PBIL) | |
dc.subject | Electromagnetism | |
dc.title | A new implementation of Population Based Incremental Learning method for optimization studies in electromagnetics | en |
dc.type | Trabalho apresentado em evento | |
dcterms.license | http://www.ieee.org/publications_standards/publications/rights/rights_policies.html | |
dspace.entity.type | Publication | |
unesp.campus | Universidade Estadual Paulista (UNESP), Instituto de Biociências Letras e Ciências Exatas, São José do Rio Preto | pt |
unesp.department | Ciências da Computação e Estatística - IBILCE | pt |