GENETIC ALGORITHM SOLUTION OF ECONOMIC-DISPATCH WITH VALVE POINT LOADING

被引：807

作者：

WALTERS, DC ^{[1
]}

SHEBLE, GB ^{[1
]}

机构：

[1] IOWA STATE UNIV SCI & TECHNOL,AMES,IA 50011

来源：

IEEE TRANSACTIONS ON POWER SYSTEMS | 1993年 / 8卷 / 03期

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

页码：1325 / 1332

页数：8

共 10 条

[1]

Austin S., 1990, AI Expert, V5, P48

[2]

GROSS CA, 1986, POWER SYSTEMS ANAL

[3]

Holland J., 1989, GENETIC ALGORITHMS S

[4] AN OPTIMIZED PROCEDURE FOR DETERMINING INCREMENTAL HEAT RATE CHARACTERISTICS [J].