Shuffled differential evolution for economic dispatch with valve point loading effects

被引:70
|
作者
Reddy, A. Srinivasa [1 ]
Vaisakh, K. [2 ]
机构
[1] Sir CR Reddy Coll Engn, Dept Elect & Elect Engn, Eluru 534007, Andhra Pradesh, India
[2] Andhra Univ, AU Coll Engn, Dept Elect Engn, Visakhapatnam 530003, Andhra Pradesh, India
关键词
Nonconvex economic dispatch; Shuffled differential evolution; Shuffled frog leaping algorithm; Valve point loading effects; PARTICLE SWARM OPTIMIZATION; FROG-LEAPING ALGORITHM; GROUP SEARCH OPTIMIZER; FCASO-SQP METHOD; GENETIC ALGORITHM; HYBRID PSO; UNITS; STRATEGY;
D O I
10.1016/j.ijepes.2012.10.012
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a novel metaheuristic optimization methodology aimed at solving economic dispatch problem considering valve point loading effects. The proposed approach is based on a hybrid shuffled differential evolution (SDE) algorithm which combines the benefits of shuffled frog leaping algorithm and differential evolution. The SDE algorithm integrates a novel differential mutation operator specifically designed to effectively address the problem under study. In order to validate the proposed methodology, detailed simulation results obtained on three standard test systems are presented and discussed. A comparative analysis with other settled nature-inspired solution algorithms demonstrates the superior performance of the proposed methodology in terms of both solution accuracy and convergence performances. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:342 / 352
页数:11
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