GENETIC ALGORITHM SOLUTION OF ECONOMIC-DISPATCH WITH VALVE POINT LOADING

被引:798
作者
WALTERS, DC [1 ]
SHEBLE, GB [1 ]
机构
[1] IOWA STATE UNIV SCI & TECHNOL,AMES,IA 50011
关键词
POWER SYSTEMS; OPTIMIZATION; GENETIC ALGORITHMS; ECONOMIC DISPATCH; VALVE-POINT LOADING; NONLINEAR PROGRAMMING;
D O I
10.1109/59.260861
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
A genetics-based algorithm is used to solve an economic dispatch problem for valve point discontinuities. The algorithm utilizes payoff information of candidate solutions to evaluate their optimality. Thus, the constraints of classical LaGrangian techniques on unit curves are circumvented. The formulations of an economic dispatch computer program using genetic algoritluns are presented and the program's performance using two different encoding techniques is compared. The results are verified for a sample problem using a dynamic programming technique.
引用
收藏
页码:1325 / 1332
页数:8
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