Firefly Algorithm and Grey Wolf Optimizer for Constrained Real-Parameter Optimization

被引：1
|
作者：
Rodriguez, Luis [1 ]
Castillo, Oscar [1 ]
Garcia, Mario [1 ]
Soria, Jose [1 ]
机构：
[1] Tijuana Inst Technol, Tijuana, BC, Canada
来源：
FUZZY TECHNIQUES: THEORY AND APPLICATIONS | 2019年 / 1000卷
关键词：
Grey Wolf Optimizer; Firefly Algorithm; Constraints; Complex problems; Study; Optimization; EDGE-DETECTION METHOD; FUZZY; ADAPTATION; SYSTEMS; TYPE-1; CONTROLLERS;
D O I：
10.1007/978-3-030-21920-8_47
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The main goal of this paper is to present the performance of two popular algorithms, the first is the Firefly Algorithm (FA) and the second one is the Grey Wolf Optimizer (GWO) algorithm for complex problems. In this case the problems that we are presenting are of the CEC 2017 Competition on Constrained Real-Parameter Optimization in order to realize a brief analysis, study and comparison between the FA and GWO algorithms respectively.
引用
收藏
页码：531 / 541
页数：11
相关论文
共 50 条
  • [31] Stochastic focusing search:a novel optimization algorithm for real-parameter optimization
    Zheng Yongkang~1
    2.School of Information Science & Technology
    [J]. Journal of Systems Engineering and Electronics, 2009, 20 (04) : 869 - 876
  • [32] A New Hybrid Whale Optimizer Algorithm with Mean Strategy of Grey Wolf Optimizer for Global Optimization
    Singh, Narinder
    Hachimi, Hanaa
    [J]. MATHEMATICAL AND COMPUTATIONAL APPLICATIONS, 2018, 23 (01)
  • [33] On the binarization of Grey Wolf optimizer: a novel binary optimizer algorithm
    Roayaei, Mehdy
    [J]. SOFT COMPUTING, 2021, 25 (23) : 14715 - 14728
  • [34] On the binarization of Grey Wolf optimizer: a novel binary optimizer algorithm
    Mehdy Roayaei
    [J]. Soft Computing, 2021, 25 : 14715 - 14728
  • [35] Hybrid Coyote Optimization Algorithm With Grey Wolf Optimizer and Its Application to Clustering Optimization
    Zhang X.-M.
    Jiang Y.
    Liu S.-W.
    Liu G.-Q.
    Dou Z.
    Liu Y.
    [J]. Zidonghua Xuebao/Acta Automatica Sinica, 2022, 48 (11): : 2757 - 2776
  • [36] Correlation-based Genetic Algorithm for Real-parameter optimization
    Kundu, Arghya
    Laha, Sougata
    Vasilakos, Athanasios V.
    [J]. 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2016, : 4804 - 4809
  • [37] An Improved Self-adaptive Differential Evolution Algorithm in Single Objective Constrained Real-Parameter Optimization
    Brest, Janez
    Boskovic, Borko
    Zumer, Viljem
    [J]. 2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2010,
  • [38] A modified Artificial Bee Colony algorithm for real-parameter optimization
    Akay, Bahriye
    Karaboga, Dervis
    [J]. INFORMATION SCIENCES, 2012, 192 : 120 - 142
  • [39] An Enhanced Grey Wolf Optimizer for Numerical Optimization
    Sharma, Sakshi
    Salgotra, Rohit
    Singh, Urvinder
    [J]. 2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION, EMBEDDED AND COMMUNICATION SYSTEMS (ICIIECS), 2017,
  • [40] Single Objective Real-Parameter Optimization: Algorithm jS']jSO
    Brest, Janez
    Maucec, Mirjam Sepesy
    Boskovic, Borko
    [J]. 2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, : 1311 - 1318
12345