并行禁忌搜索与有序优化混合元启发式输电网络扩展规划

2007 International Conference on Intelligent Systems Applications to Power Systems Pub Date : 2007-11-01 DOI:10.1109/ISAP.2007.4441614

H. Mori, Y. Iimura

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引用次数: 10

摘要

提出了一种并行禁忌搜索和有序优化的混合元启发式方法，用于电力系统输电网扩展规划。它确定了保持代和负载之间平衡的最佳结构。该公式表示为一个很难求解的组合优化问题。PTS是一种用于解决组合优化问题的元启发式方法。为了加快PTS的计算速度，采用面向对象的方法，以概率的方式减少候选解的数量。将该方法与OO-TS结合，成功地应用于一个样本系统。

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Transmission Network Expansion Planning with a Hybrid Meta-heuristic Method of Parallel Tabu Search and Ordinal Optimization

This paper proposes a hybrid meta-heuristic method of parallel tabu search (PTS) and ordinal optimization (OO) for transmission network expansion planning in power systems. It determines the optimal structure that keeps the balance between generations and loads. The formulation is expressed as a combinatorial optimization problem that is very hard to solve. PTS is one of meta-heuristics that is useful for solving a combinatorial optimization. To speed up computational time of PTS, OO is used to reduce the number of solution candidates in a probabilistic way. The proposed method with OO-TS is successfully applied to a sample system.

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来源期刊

2007 International Conference on Intelligent Systems Applications to Power Systems

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