Hybrid DE Algorithm With Adaptive Crossover Operator For Solving Real-World Numerical Optimization Problems

被引：0
|
作者：
Reynoso-Meza, Gilberto [1 ]
Sanchis, Javier [1 ]
Blasco, Xavier [1 ]
Herrero, Juan M. [1 ]
机构：
[1] Univ Politecn Valencia, Inst Univ Automat & Informat Ind, Valencia 46022, Spain
来源：
2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) | 2011年
关键词：
Differential Evolution algorithm; parameter selection; CEC competition; DIFFERENTIAL EVOLUTION ALGORITHM;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, the results for the CEC 2011 Competition on testing evolutionary algorithms on real world optimization problems using a hybrid differential evolution algorithm are presented. The proposal uses a local search routine to improve convergence and an adaptive crossover operator. According to the obtained results, this algorithm shows to be able to find competitive solutions with reported results.
引用
收藏
页码：1551 / 1556
页数：6
相关论文
共 50 条
  • [1] Crocodile optimization algorithm for solving real-world optimization problems
    Yan, Fu
    Zhang, Jin
    Yang, Jianqiang
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [2] Multi-Operator Differential Evolution Algorithm for Solving Real-World Constrained Optimization Problems
    Sallam, Karam M.
    Elsayed, Saber M.
    Chakrabortty, Ripon K.
    Ryan, Michael J.
    2020 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2020,
  • [3] Hybrid inner-outer algorithm for solving real-world mechanical optimization problems
    Abouhabaga O.O.F.
    Gadallah M.H.
    Kouta H.K.
    Zaghloul M.A.
    Journal of Engineering and Applied Science, 2021, 68 (01):
  • [4] Seagull optimization algorithm for solving real-world design optimization problems
    Panagant, Natee
    Pholdee, Nantiwat
    Bureerat, Sujin
    Yildiz, Ali Riza
    Sait, Sadiq M.
    MATERIALS TESTING, 2020, 62 (06) : 640 - 644
  • [5] Adaptive multi-crossover evolutionary algorithm for real-world optimisation problems
    Shambour M.K.Y.
    International Journal of Reasoning-based Intelligent Systems, 2019, 11 (01): : 1 - 10
  • [6] A fusion algorithm based on whale and grey wolf optimization algorithm for solving real-world optimization problems
    Yang, Qian
    Liu, Jinchuan
    Wu, Zezhong
    He, Shengyu
    APPLIED SOFT COMPUTING, 2023, 146
  • [7] Hybrid Taguchi-Levy flight dis-tribution optimization algorithm for solving real-world design optimization problems
    Yildiz, Mustafa
    Panagant, Natee
    Pholdee, Nantiwat
    Bureerat, Sujin
    Sait, Sadiq M.
    Yildiz, Ali Riza
    MATERIALS TESTING, 2021, 63 (06) : 547 - 551
  • [8] Leveraged Neighborhood Restructuring in Cultural Algorithms for Solving Real-World Numerical Optimization Problems
    Ali, Mostafa Z.
    Suganthan, Ponnuthurai N.
    Reynolds, Robert G.
    Al-Badarneh, Amer F.
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2016, 20 (02) : 218 - 231
  • [9] Red-tailed hawk algorithm for numerical optimization and real-world problems
    Ferahtia, Seydali
    Houari, Azeddine
    Rezk, Hegazy
    Djerioui, Ali
    Machmoum, Mohamed
    Motahhir, Saad
    Ait-Ahmed, Mourad
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [10] Red-tailed hawk algorithm for numerical optimization and real-world problems
    Seydali Ferahtia
    Azeddine Houari
    Hegazy Rezk
    Ali Djerioui
    Mohamed Machmoum
    Saad Motahhir
    Mourad Ait-Ahmed
    Scientific Reports, 13
12345