Sensitivity Analysis on Structural Optimization Using Jaya Algorithm

被引:0
作者
Bilgin, Mehmet Berat [1 ]
Nigdeli, Sinan Melih [1 ]
Bekdas, Gebrail [1 ]
机构
[1] Istanbul Univ Cerrahpasa, Dept Civil Engn, TR-34320 Istanbul, Turkey
来源
PROCEEDINGS OF 7TH INTERNATIONAL CONFERENCE ON HARMONY SEARCH, SOFT COMPUTING AND APPLICATIONS (ICHSA 2022) | 2022年 / 140卷
关键词
Jaya algorithm; Structural engineering; Optimum design; Optimization; Robustness;
D O I
10.1007/978-981-19-2948-9_5
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 study, three different structural engineering benchmark design problems were optimized using the Jaya algorithm, one of the metaheuristic algorithms. The optimization process was repeated many times for different iteration numbers, and the results were evaluated. Thus, the accuracy of the optimum result reached by the algorithm has been checked. It is found that Jaya algorithm is a robust one if the required number of iterations is done, but it must be noted that several failures can be also observed in several runs when the maximum iteration number is low although the problems are small in numbers of design variables.
引用
收藏
页码:43 / 50
页数:8
相关论文
共 14 条
[1]   Evaluation of Metaheuristic-Based Methods for Optimization of Truss Structures via Various Algorithms and Levy Flight Modification [J].
Bekdas, Gebrail ;
Yucel, Melda ;
Nigdeli, Sinan Melih .
BUILDINGS, 2021, 11 (02) :1-25
[2]   Tranfer function amplitude minimization for structures with tuned mass dampers considering soil-structure interaction [J].
Bekdas, Gebrail ;
Kayabekir, Aylin Ece ;
Nigdeli, Sinan Melih ;
Toklu, Yusuf Cengiz .
SOIL DYNAMICS AND EARTHQUAKE ENGINEERING, 2019, 116 :552-562
[3]  
Dede T, 2018, STEEL COMPOS STRUCT, V26, P163, DOI [10.12989/scs.2018.25.2.163, 10.12989/scs.2018.26.2.163]
[4]   Sizing, layout and topology design optimization of truss structures using the Jaya algorithm [J].
Degertekin, S. O. ;
Lamberti, L. ;
Ugur, I. B. .
APPLIED SOFT COMPUTING, 2018, 70 :903-928
[5]   Damage assessment in plate-like structures using a two-stage method based on modal strain energy change and Jaya algorithm [J].
Dinh-Cong, D. ;
Vo-Duy, T. ;
Ho-Huu, V. ;
Nguyen-Thoi, T. .
INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2019, 27 (02) :166-189
[6]   Efficiency of Jaya algorithm for solving the optimization-based structural damage identification problem based on a hybrid objective function [J].
Dinh-Cong Du ;
Ho-Huu Vinh ;
Vo-Duy Trung ;
Ngo-Thi Hong Quyen ;
Nguyen-Thoi Trung .
ENGINEERING OPTIMIZATION, 2018, 50 (08) :1233-1251
[7]   STRUCTURAL OPTIMIZATION - A NEW DUAL METHOD USING MIXED VARIABLES [J].
FLEURY, C ;
BRAIBANT, V .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 1986, 23 (03) :409-428
[8]  
Gold S, 1997, 1997 ASME DES ENG TE, V80449
[9]   Optimization of the braced dome structures by using Jaya algorithm with frequency constraints [J].
Grzywinski, Maksym ;
Dede, Tayfun ;
Ozdemir, Yaprak Itir .
STEEL AND COMPOSITE STRUCTURES, 2019, 30 (01) :47-55
[10]  
Kayabekir A.E., 2020, CHSA 2020 P 6 INT C, DOI 10.4018/978-1-7998-2664-4