Improved Harmony Search Algorithm with Perturbation Strategy

被引：0
|
作者：
Zhang, Ping [1 ]
Ouyang, Haibin [2 ]
Gao, Liqun [2 ]
机构：
[1] Anshan Normal Univ, Dept Phys, Anshan 114005, Peoples R China
[2] LiaoNing Prov Coll Commun, Dept Informat Engn, Shenyang 110122, Peoples R China
来源：
2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2015年
关键词：
Harmony search algorithm; Perturbation strategy; Opposition-based learning; Elite memory;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Harmony search (HS) algorithm is a population-based meta-heuristic algorithm, which is conceptualized using the musical improvisation process of searching for a perfect state of harmony. In this paper, an improved harmony search algorithm with perturbation strategy is proposed to enhance the global and local search ability of HS algorithm. A perturbation strategy is presented to improve global search capability. Local opposition-based learning is used to replace pitch adjustment, which aims to enhance local search ability. In addition, elite memory is designed to further escape local minima. Numerical results indicated that the proposed IHSP algorithm has better performance than the state-of-the-art HS algorithms.
引用
收藏
页码：5321 / 5326
页数：6
相关论文
共 50 条
  • [11] Improved Harmony Search Algorithm For Economic Emission Dispatch
    Geethanjali, S.
    Shanmugapriya, S.
    PROCEEDINGS OF THE 2014 IEEE 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENERGY SYSTEMS (ICEES), 2014, : 1 - 8
  • [12] An improved harmony search algorithm for solving optimization problems
    Mahdavi, M.
    Fesanghary, M.
    Damangir, E.
    APPLIED MATHEMATICS AND COMPUTATION, 2007, 188 (02) : 1567 - 1579
  • [13] Improved Harmony Search Algorithm Applied in Power System Economic Load Dispatch
    Zhang, Yining
    PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 5333 - 5336
  • [14] Harmony filter: A robust visual tracking system using the improved harmony search algorithm
    Fourie, Jaco
    Mills, Steven
    Green, Richard
    IMAGE AND VISION COMPUTING, 2010, 28 (12) : 1702 - 1716
  • [15] Comparison of Harmony Search Algorithm, Improved Harmony search algorithm with Biogeography based Optimization Algorithm for Solving Constrained Economic Load Dispatch Problems
    Karthigeyan, P.
    Raja, M. Senthil
    Hariharan, R.
    Prakash, S.
    Delibabu, S.
    Gnanaselvam, R.
    SMART GRID TECHNOLOGIES (ICSGT- 2015), 2015, 21 : 611 - 618
  • [16] An improved harmony search algorithm for power economic load dispatch
    Coelho, Leandro dos Santos
    Mariani, Viviana Cocco
    ENERGY CONVERSION AND MANAGEMENT, 2009, 50 (10) : 2522 - 2526
  • [17] An improved differential harmony search algorithm for function optimization problems
    Lin Wang
    Huanling Hu
    Rui Liu
    Xiaojian Zhou
    Soft Computing, 2019, 23 : 4827 - 4852
  • [18] OPTIMAL REACTIVE/VOLTAGE CONTROL BY AN IMPROVED HARMONY SEARCH ALGORITHM
    Khazali, A. H.
    Parizad, A.
    Kalantar, M.
    2010 23RD CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2010,
  • [19] Independent Task Scheduling Based on Improved Harmony Search Algorithm
    Jiang, Hua
    Zheng, Liping
    Liu, Yanxiu
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2012, PT II, 2012, 7332 : 376 - 382
  • [20] An improved differential harmony search algorithm for function optimization problems
    Wang, Lin
    Hu, Huanling
    Liu, Rui
    Zhou, Xiaojian
    SOFT COMPUTING, 2019, 23 (13) : 4827 - 4852
12345