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
fDate :
6/24/1905 12:00:00 AM
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;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1004448
