Smart dispatching and metaheuristic swarm flow algorithm

被引:8
|
作者
Rodzin, S. I. [1 ]
机构
[1] Southern Fed Univ, Taganrog 347928, Russia
基金
俄罗斯基础研究基金会;
关键词
ECONOMIC-DISPATCH; OPTIMIZATION;
D O I
10.1134/S1064230714010109
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The resource saving dispatching aims at finding the optimal combination of powers produced by power generating units that minimizes the total costs subject to given constraints. A metaheuristic swarm flow algorithm is proposed. Results of the comparative analysis of the efficiency of this algorithm on benchmark problems are presented. The comparison was performed with the particle swarm optimization, genetic, and biogeography-based optimization algorithms using systems consisting of 6 and 20 power generating units as examples. The flow algorithm converges to the optimal solution using less computational resources.
引用
收藏
页码:109 / 115
页数:7
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