A reactive GRASP for transmission network expansion planning

被引:0
|
作者
Binato, S [1 ]
Oliveira, GC [1 ]
机构
[1] CEPEL, Ctr Pesquisas Energia Eletr, BR-21944970 Rio De Janeiro, Brazil
来源
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暂无
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper we describe an enhanced GRASP (Greedy Randomized Adaptive Search Procedure) applied to power transmission network expansion planning problems. GRASP is a metaheuristic that has been shown to be powerful in solving combinatorial problems. It is composed of two phases: the construction phase where a feasible solution is iteratively built, and a local search phase that seeks improvements within a given neighborhood of the solution found by the construction phase. The best solution over all GRASP iterations is chosen as the result. The enhancements analyzed in this paper are two; instead of using a random function in the construction phase, we use a linear bias function to guide the construction. We also applied a reactive procedure to self adjust GRASP parameters. Two real-world power transmission network expansion planning problems of the Brazilian power system are used to verify the performance of these improvements.
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收藏
页码:81 / 100
页数:20
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