HANDLING NONLINEAR LARGE-SCALE PROBLEMS WITH MODIFIED FIREFLY ALGORITHM

被引：0
|
作者：
Bahmanifirouzi, Bahman [1 ]
Fard, Abdollah Kavousi [2 ]
Niknam, Taher [3 ]
机构：
[1] Islamic Azad Univ, Marvdasht Branch, Dept Elect Engn, Marvdasht, Iran
[2] Shiraz Univ, Elect & Elect Dept, Shiraz, Iran
[3] Shiraz Univ Technol, Elect & Elect Dept, Shiraz, Iran
来源：
UNCERTAINTY MODELING IN KNOWLEDGE ENGINEERING AND DECISION MAKING | 2012年 / 7卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, an efficient optimization method called Modified Firefly Algorithm (MFA) is proposed to handle complex nonlinear optimization problems. In order to enhance the exploratory ability of the algorithm, a new modification process is integrated sufficiently. The proposed method is examined on several benchmark optimization problems with different characteristics and results are compared to some of the other well-known algorithms in the area.
引用
收藏
页码：394 / 399
页数：6
相关论文
共 50 条
  • [41] LARGE-SCALE NONLINEAR OPTIMIZATION PROBLEMS ARISING IN POWER PRODUCTION
    ABADIE, J
    NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY, 1975, 22 (07): : A743 - A743
  • [42] Computation of pseudospectral abscissa for large-scale nonlinear eigenvalue problems
    Meerbergen, Karl
    Michiels, Wim
    van Beeumen, Roel
    Mengi, Emre
    IMA JOURNAL OF NUMERICAL ANALYSIS, 2017, 37 (04) : 1831 - 1863
  • [43] Solving large-scale nonlinear programming problems by constraint partitioning
    Wah, BW
    Chen, YX
    PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING - CP 2005, PROCEEDINGS, 2005, 3709 : 697 - 711
  • [44] Computing the distance to instability for large-scale nonlinear eigenvalue problems
    Michiels, Wim
    Guglielmi, Nicola
    2013 EUROPEAN CONTROL CONFERENCE (ECC), 2013, : 3670 - 3675
  • [45] A quasi-Newton algorithm for large-scale nonlinear equations
    Linghua Huang
    Journal of Inequalities and Applications, 2017
  • [46] A spectral algorithm for large-scale systems of nonlinear monotone equations
    La Cruz, William
    NUMERICAL ALGORITHMS, 2017, 76 (04) : 1109 - 1130
  • [47] A spectral algorithm for large-scale systems of nonlinear monotone equations
    William La Cruz
    Numerical Algorithms, 2017, 76 : 1109 - 1130
  • [48] A quasi-Newton algorithm for large-scale nonlinear equations
    Huang, Linghua
    JOURNAL OF INEQUALITIES AND APPLICATIONS, 2017,
  • [49] A modified multilevel algorithm for large-scale scientific and engineering computing
    Li, Junpu
    Chen, Wen
    Qin, Qing-Hua
    Fu, Zhuojia
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2019, 77 (08) : 2061 - 2076
  • [50] A parallel SVM training algorithm on large-scale classification problems
    Zhang, JP
    Li, ZW
    Yang, J
    Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9, 2005, : 1637 - 1641
12345