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
收藏
页码：975 / 993
页数：19
相关论文
共 50 条
  • [21] Solving Economic Load Dispatch Problem Using Vortex Search Algorithm
    Kuyu, Yigit Cagatay
    Erdem, Nergis
    2017 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2017, : 76 - 80
  • [22] Equal embedded algorithm for economic load dispatch problem with transmission losses
    Chandram, K.
    Subrahmanyam, N.
    Sydulu, M.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (03) : 500 - 507
  • [23] Performance of Osprey Optimization Algorithm for Solving Economic Load Dispatch Problem
    Ismaeel, Alaa A. K.
    Houssein, Essam H.
    Khafaga, Doaa Sami
    Aldakheel, Eman Abdullah
    AbdElrazek, Ahmed S.
    Said, Mokhtar
    MATHEMATICS, 2023, 11 (19)
  • [24] Economic load dispatch problem using spider monkey optimisation algorithm
    Sharma, Ajay
    Sharma, Harish
    Bhargava, Annapurna
    Sharma, Nirmala
    INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS, 2022, 10 (02) : 145 - 159
  • [25] Improved grasshopper optimization algorithm based on dynamic penalty factors to solve economic load dispatch and combined economic emission dispatch problem
    Li B.
    Liu W.-S.
    Wang J.-S.
    Guo S.-S.
    Kongzhi yu Juece/Control and Decision, 2022, 37 (07): : 1819 - 1826
  • [26] Gravitational Search Algorithm based Economic Load Dispatch Problem Incorporating Wind Generating System
    Nath, Monalisa
    Mishra, Sanhita
    Nath, Desalin
    PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, INTELLIGENT CONTROL AND ENERGY SYSTEMS (ICPEICES 2016), 2016,
  • [27] An ε-dominance-based multiobjective genetic algorithm for economic emission load dispatch optimization problem
    Osman, M. S.
    Abo-Sinna, M. A.
    Mousa, A. A.
    ELECTRIC POWER SYSTEMS RESEARCH, 2009, 79 (11) : 1561 - 1567
  • [28] A Memetic Approach for Improving Minimum Cost of Economic Load Dispatch Problems
    Kim, Jinho
    Kim, Chang Seob
    Geem, Zong Woo
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [29] Particle swarm optimization based algorithm for economic load dispatch
    Gao, HB
    Zhou, C
    Gao, L
    PROGRESS IN INTELLIGENCE COMPUTATION & APPLICATIONS, 2005, : 594 - 599
  • [30] Genetic-based algorithm for power economic load dispatch
    Chiang, C.-L.
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2007, 1 (02) : 261 - 269
12345