Enhanced whale optimization algorithm for sizing optimization of skeletal structures

被引：167
|
作者：
Kaveh, A. [1 ]
Ghazaan, M. Ilchi [1 ]
机构：
[1] Iran Univ Sci & Technol, Ctr Excellence Fundamental Studies Struct Engn, POB 16846-13114, Tehran, Iran
来源：
MECHANICS BASED DESIGN OF STRUCTURES AND MACHINES | 2017年 / 45卷 / 03期
基金：
美国国家科学基金会;
关键词：
Enhanced whale optimization algorithm (EWOA); frame structures; structural optimization; truss; structures; whale optimization algorithm (WOA); LEARNING-BASED OPTIMIZATION; HARMONY SEARCH; DIFFERENTIAL EVOLUTION; LAYOUT OPTIMIZATION; DESIGN OPTIMIZATION; TRUSS STRUCTURES; OPTIMUM DESIGN; ANT COLONY; SYSTEM;
D O I：
10.1080/15397734.2016.1213639
中图分类号：
O3 [力学];
学科分类号：
08 ; 0801 ;
摘要：
The whale optimization algorithm (WOA) is a recently developed swarm-based optimization algorithm inspired by the hunting behavior of humpback whales. This study attempts to enhance the original formulation of the WOA in order to improve solution accuracy, reliability and convergence speed. The new method, called enhanced whale optimization algorithm (EWOA), is tested in sizing optimization problems of truss and frame structures. The EWOA is compared with WOA and other metaheuristic methods developed in literature in four optimization problems of skeletal structures. Numerical results demonstrate the efficiency of the EWOA and WOA with the former algorithm being more efficient than its standard version.
引用
收藏
页码：345 / 362
页数：18
相关论文
共 50 条
  • [31] Chaotic whale optimization algorithm
    Kaur, Gaganpreet
    Arora, Sankalap
    [J]. JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, 2018, 5 (03) : 275 - 284
  • [32] Laplacian whale optimization algorithm
    Amarjeet Singh
    [J]. International Journal of System Assurance Engineering and Management, 2019, 10 : 713 - 730
  • [33] Laplacian whale optimization algorithm
    Singh, Amarjeet
    [J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2019, 10 (04) : 713 - 730
  • [34] Heat Transfer Search Algorithm for Sizing Optimization of Truss Structures
    Degertekin, S. O.
    Lamberti, L.
    Hayalioglu, M. S.
    [J]. LATIN AMERICAN JOURNAL OF SOLIDS AND STRUCTURES, 2017, 14 (03): : 373 - 397
  • [35] Sizing optimization of truss structures using flower pollination algorithm
    Bekdas, Gebrail
    Nigdeli, Sinan Melih
    Yang, Xin-She
    [J]. APPLIED SOFT COMPUTING, 2015, 37 : 322 - 331
  • [36] Optimal Filter Placement and Sizing in Radial Distribution System Using Whale Optimization Algorithm
    Rosyadi, Aswin
    Penangsang, Ontoseno
    Soeprijanto, Adi
    [J]. 2017 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA), 2017, : 87 - 92
  • [37] Whale optimization algorithm for optimal sizing of renewable resources for loss reduction in distribution systems
    P. Dinakara Prasad Reddy
    V. C. Veera Reddy
    T. Gowri Manohar
    [J]. Renewables: Wind, Water, and Solar, 4 (1):
  • [38] OPTIMAL ALLOCATION AND SIZING OF DG IN A RADIAL DISTRIBUTION SYSTEM USING WHALE OPTIMIZATION ALGORITHM
    Marimuthu, A.
    Gnanambal, K.
    Priyanka, R.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON INNOVATIONS IN GREEN ENERGY AND HEALTHCARE TECHNOLOGIES (IGEHT), 2017,
  • [39] Design of cognitive radio system and comparison of modified whale optimization algorithm with whale optimization algorithm
    Bansal S.
    Rattan M.
    [J]. International Journal of Information Technology, 2022, 14 (2) : 999 - 1010
  • [40] A Hybrid Whale Optimization and Particle Swarm Optimization Algorithm
    Yuan, Zijing
    Li, Jiayi
    Yang, Haichuan
    Zhang, Baohang
    [J]. PROCEEDINGS OF THE 2021 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), 2021, : 260 - 264
12345