Economic Load Dispatch (ELD) problem based on a Memetic Algorithm (MA)

被引：1
|
作者：
Vlachos, A. [1 ]
Petikas, I. [1 ]
Kyriakides, S. [1 ]
机构：
[1] Univ Piraeus, Dept Informat, 80 Karaoli & Dimitriou St, Piraeus 18534, Greece
来源：
JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS | 2011年 / 14卷 / 05期
关键词：
Memetic algorithms (MAs); Economic Load Dispatch (ELD); Evolutionary algorithms;
D O I：
10.1080/09720510.2011.10701596
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
This paper presents a solution of the Economical Load Dispatch (ELD) Problem using a Memetic algorithm (MA). Memetic algorithms (MAs) are a powerful combination of local process with evolutionary algorithms (EAs). The name is originated from the term "meme" which Dawkins used to identify a cultural gene that can exhibit local refinement. For some classical optimization problems, MAs are currently the best solution methods. This paper suggests an MA to deal with equality and inequality constraints found in the ELD Problem. The proposed MA is applied to a simple ELD Problem composed of 6 generators.
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页码：975 / 993
页数：19
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