We need multiple solutions for electric equipments configuration in a power plant - Applying Bayesian Optimization Algorithm with Tabu search

被引：0

作者：

Katsumata, Y ^{[1
]}

Kurahashi, S ^{[1
]}

Terano, T ^{[1
]}

机构：

[1] Univ Tsukuba, Grad Sch Syst Management, Bunkyo Ku, Tokyo 1120012, Japan

来源：

CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2 | 2002年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

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.

引用

页码：1402 / 1407

页数：6

共 5 条

[1] Bayesian optimization algorithm for multi-objective solutions: Application to electric equipment configuration problems in a power plant
Katsumata, Y
Terano, T
CEC: 2003 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-4, PROCEEDINGS, 2003, : 1101 - 1107
[2] Application of Tabu-BOA to acquire multimodal and multiobjective solutions for electric equipment configuration problems in a power plant
Katsumata, Y
Terano, T
ELECTRICAL ENGINEERING IN JAPAN, 2005, 152 (03) : 8 - 20
[3] Optimization of electric distribution network configuration for power loss reduction based on enhanced binary cuckoo search algorithm
Thuan Thanh Nguyen
Thang Trung Nguyen
Le, Bac
COMPUTERS & ELECTRICAL ENGINEERING, 2021, 90
[4] Design and Optimization of Control System for More Electric Aircraft Power Systems Using Adaptive Tabu Search Algorithm Based on State-Variables-Averaging Model
Phosung, Ratapon
Areerak, Kongpan
Areerak, Kongpol
IEEE ACCESS, 2024, 12 : 76579 - 76588
[5] Multi-objective optimization of hybrid nuclear power plant coupled with multiple effect distillation using gravitational search algorithm based on artificial neural network
Naserbegi, A.
Aghaie, M.
THERMAL SCIENCE AND ENGINEERING PROGRESS, 2020, 19

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