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.

引用

下载

页码：975 / 993

页数：19

共 50 条

[41] Sign gradient descent method based bat searching algorithm with application to the economic load dispatch problem
Zhang, Haopeng
Hui, Qing
Moulay, Emmanuel
Coirault, Patrick
2020 59TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2020, : 1140 - 1145
[42] Tournament-based harmony search algorithm for non-convex economic load dispatch problem
Al-Betar, Mohammed Azmi
Awadallah, Mohammed A.
Khader, Ahamad Tajudin
Bolaji, Asaju La'aro
APPLIED SOFT COMPUTING, 2016, 47 : 449 - 459
[43] A Fuzzy Genetic Programming-Based Algorithm for Eco-friendly and Economic Load Dispatch Problem
Derghal, Abdellah
Golea, Noureddine
2018 15TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS AND DEVICES (SSD), 2018, : 738 - 743
[44] Saddle dynamic based distributed algorithm for economic dispatch problem
Shi, Xia-Sheng
Zheng, Rong-Hao
Lin, Zhi-Yun
Yan, Gang-Feng
Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2020, 54 (04): : 678 - 683
[45] A clonal algorithm to solve economic load dispatch
Panigrahi, B. K.
Yadav, Salik R.
Agrawal, Shubham
Tiwari, M. K.
ELECTRIC POWER SYSTEMS RESEARCH, 2007, 77 (10) : 1381 - 1389
[46] Exchange market algorithm for economic load dispatch
Ghorbani, Naser
Babaei, Ebrahim
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 75 : 19 - 27
[47] BLENDED BIOGEOGRAPHY BASED OPTIMIZATION FOR DIFFERENT ECONOMIC LOAD DISPATCH PROBLEM
Kanoongo, Shivani
Jain, Prerna
2012 25TH IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE), 2012,
[48] An Efficient Memetic Algorithm for the Minimum Load Coloring Problem
Zhang, Zhiqiang
Li, Zhongwen
Qiao, Xiaobing
Wang, Weijun
MATHEMATICS, 2019, 7 (05)
[49] Bacteria Foraging Algorithm based Economic Load Dispatch with Wind Energy
Tripathy, M.
Barisal, A. K.
2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009), 2009, : 1326 - 1331
[50] Hybridization of Cuckoo Search Algorithm and Chemical Reaction Optimization for Economic Load Dispatch Problem
Sen, Deepro
Acharjee, Parimal
PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE AND EXPOSITION ON ELECTRICAL AND POWER ENGINEERING (EPE 2016), 2016, : 798 - 804

← 1 2 3 4 5 →