Multiobjective Coyote Algorithm Applied to Electromagnetic Optimization

被引：7
|
作者：
Pierezain, Juliano [1 ]
Coelho, Leandro dos Santos [1 ,2 ]
Mariani, Viviana Cocco [1 ,3 ]
Lebensztajn, Luiz [4 ]
机构：
[1] Univ Fed Parana, Dept Elect Engn, Curitiba, PR, Brazil
[2] Pontificia Univ Catolica Parana, Ind & Syst Engn Grad Program PPGEPS, Curitiba, PR, Brazil
[3] Pontificia Univ Catolica Parana, Mech Engn Grad Program PPGEM, Curitiba, PR, Brazil
[4] Univ Sao Paulo, Lab Eletromagnetismo Aplicado, Escola Politecn, Sao Paulo, SP, Brazil
来源：
2019 22ND INTERNATIONAL CONFERENCE ON THE COMPUTATION OF ELECTROMAGNETIC FIELDS (COMPUMAG 2019) | 2019年
关键词：
Optimization methods; finite element method; multiobjective optimization; swarm intelligence; EVOLUTIONARY ALGORITHMS;
D O I：
10.1109/compumag45669.2019.9032768
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The Coyote Optimization Algorithm (COA) is a population-based nature-inspired metaheuristic for global optimization that considers the social relations of the coyote proposed originally to single-objective optimization. In this paper, the numerical results are reported to validate a novel proposed multiobjective COA (MOCOA) to solve the Testing Electromagnetic Analysis Method (TEAM) workshop benchmark problem 25. Simulation results demonstrate the validity of the proposed MOCOA to find nondominated solutions that represent good trade-offs among the objectives in the evaluated problem.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] Chaotic coyote algorithm applied to truss optimization problems
    Pierezan, Juliano
    Coelho, Leandro dos Santos
    Mariani, Viviana Cocco
    de Vasconcelos Segundo, Emerson Hochsteiner
    Prayogo, Doddy
    COMPUTERS & STRUCTURES, 2021, 242
  • [2] Multiobjective Krill Herd Algorithm for Electromagnetic Optimization
    Ayala, Helon V. H.
    Segundo, Emerson H. V.
    Mariani, Viviana C.
    Coelho, Leandro dos S.
    IEEE TRANSACTIONS ON MAGNETICS, 2016, 52 (03)
  • [3] A Hybrid Multiobjective Optimization Algorithm Applied to Space Trajectory Optimization
    Vasile, Massimiliano
    Zuiani, Federico
    2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2010,
  • [4] Multiobjective Symbiotic Search Algorithm Approaches for Electromagnetic Optimization
    Hultmann Ayala, Helon Vicente
    Klein, Carlos Eduardo
    Mariani, Viviana Cocco
    Coelho, Leandro dos Santos
    IEEE TRANSACTIONS ON MAGNETICS, 2017, 53 (06)
  • [5] A Multiobjective Gaussian Particle Swarm Approach Applied to Electromagnetic Optimization
    Coelho, Leandro dos Santos
    Hultmann Ayala, Helon Vicente
    Alotto, Piergiorgio
    IEEE TRANSACTIONS ON MAGNETICS, 2010, 46 (08) : 3289 - 3292
  • [6] Multiobjective Ant Lion Approaches Applied to Electromagnetic Device Optimization
    Pierezan, Juliano
    Coelho, Leandro dos S.
    Mariani, Viviana C.
    Goudos, Sotirios K.
    Boursianis, Achilles D.
    Kantartzis, Nikolaos V.
    Antonopoulos, Christos. S.
    Nikolaidis, Spiridon
    TECHNOLOGIES, 2021, 9 (02)
  • [7] A Multiobjective Approach of Differential Evolution Optimization Applied to Electromagnetic Problems
    Tenaglia, Gustavo Caravaggi
    Lebensztajn, Luiz
    IEEE TRANSACTIONS ON MAGNETICS, 2014, 50 (02) : 625 - 628
  • [8] A Novel Multimodal Optimization Algorithm Applied to Electromagnetic Optimization
    Woo, Dong-Kyun
    Choi, Jong-Ho
    Ali, Mohammad
    Jung, Hyun-Kyo
    IEEE TRANSACTIONS ON MAGNETICS, 2011, 47 (06) : 1667 - 1673
  • [9] Chaotic Coyote Optimization Algorithm
    Tong, Huawei
    Zhu, Yun
    Pierezan, Juliano
    Xu, Youyun
    Coelho, Leandro dos Santos
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 13 (5) : 2807 - 2827
  • [10] Chaotic Coyote Optimization Algorithm
    Huawei Tong
    Yun Zhu
    Juliano Pierezan
    Youyun Xu
    Leandro dos Santos Coelho
    Journal of Ambient Intelligence and Humanized Computing, 2022, 13 : 2807 - 2827
12345