We need multiple solutions for electric equipments configuration in a power plant - applying Bayesian optimization algorithm with Tabu search

Authors:
Y. Katsumata;S. Kurahashi;T. Terano
Affiliations:
Graduate Sch. of Syst. Manage., Tsukuba Univ., Tokyo, Japan;Graduate Sch. of Syst. Manage., Tsukuba Univ., Tokyo, Japan;Graduate Sch. of Syst. Manage., Tsukuba Univ., Tokyo, Japan
Venue:
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Year:
2002

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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.