DocumentCode
1635155
Title
We need multiple solutions for electric equipments configuration in a power plant - applying Bayesian optimization algorithm with Tabu search
Author
Katsumata, Yuji ; Kurahashi, Setsuya ; Terano, Takao
Author_Institution
Graduate Sch. of Syst. Manage., Tsukuba Univ., Tokyo, Japan
Volume
2
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
1402
Lastpage
1407
Abstract
This paper addresses electric equipments configuration problems in a power plant. The problems are large-scale nonlinear combinatorial optimization problems with various constraints. In this paper, we apply Bayesian optimization algorithm with Tabu search (Tabu-BOA) to the problems. From intensive experiments, the proposed method has shown the effectiveness to practical problems
Keywords
Bayes methods; combinatorial mathematics; search problems; Bayesian optimization algorithm; Tabu search; electric equipments configuration; nonlinear combinatorial optimization; power plant; Bayesian methods; Cables; Energy management; Evolutionary computation; Genetic algorithms; Large-scale systems; Power generation; Power generation economics; Probability distribution; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location
Honolulu, HI
Print_ISBN
0-7803-7282-4
Type
conf
DOI
10.1109/CEC.2002.1004448
Filename
1004448
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