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

We need multiple solutions for electric equipments configuration in a power plant - applying Bayesian optimization algorithm with Tabu search
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电厂电气设备配置需要多种解决方案——应用贝叶斯优化算法和禁忌搜索

DOI:
10.1109/cec.2002.1004448
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发表时间:
2002
期刊:
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)
影响因子:
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通讯作者:
T. Terano
T. Terano
中科院分区:
--
文献类型:
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作者:
Y. Katsumata;Setuya Kurahashi;T. Terano

文献摘要

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本文针对某电厂电气设备的配置问题进行了研究。该问题是具有多种约束条件的大规模非线性组合优化问题。在本文中,我们应用禁忌搜索贝叶斯优化算法(Tabu-BOA)的问题。通过大量的实验,证明了该方法对实际问题的有效性。
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.