MULTI-OBJECTIVE SIMULATION OPTIMIZATION USING GREY-BASED TAGUCHI METHOD WITH FUZZY AHP WEIGHTING

被引：0
|
作者：
Belgin, Onder [1 ]
机构：
[1] Republ Turkey Minist Sci Ind & Technol, Ankara, Turkey
来源：
SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI | 2015年 / 33卷 / 03期
关键词：
Multi-objective simulation optimization; grey-based Taguchi; fuzzy AHP;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Simulation is a powerful tool for analyzing and designing of industrial and service systems. But simulation can't optimize the system elements and needs additional methods for optimization. In this study a multi-objective simulation optimization is dealt with. To determine the optimum factor levels, grey-based Taguchi approach is used. Since Taguchi method is designed for single objective problems, grey relational analysis is combined with Taguchi method to solve this multi-objective simulation optimization problem. Additionally, in the stage of grade relational calculation of grey relational analysis (GRA) fuzzy AHP weighting process is adopted to determine the weights of grey relational coefficients.
引用
收藏
页码：341 / 350
页数：10
相关论文
共 50 条
  • [1] MULTI-OBJECTIVE OPTIMIZATION OF THE CUTTING FORCES IN TURNING OPERATIONS USING THE GREY-BASED TAGUCHI METHOD
    Kazancoglu, Yigit
    Esme, Ugur
    Bayramoglu, Melih
    Guven, Onur
    Ozgun, Sueda
    [J]. MATERIALI IN TEHNOLOGIJE, 2011, 45 (02): : 105 - 110
  • [2] Multi-objective Optimization in Through Laser Transmission Welding of Thermoplastics Using Grey-based Taguchi Method
    Kumar, Nikhil
    Rudrapati, Ramesh
    Pal, Pradip Kumar
    [J]. INTERNATIONAL CONFERENCE ON ADVANCES IN MANUFACTURING AND MATERIALS ENGINEERING (ICAMME 2014), 2014, 5 : 2178 - 2187
  • [3] Multi objective optimization of clinching joints quality using Grey-based Taguchi method
    M. Eshtayeh
    M. Hrairi
    [J]. The International Journal of Advanced Manufacturing Technology, 2016, 87 : 233 - 249
  • [4] Multi objective optimization of clinching joints quality using Grey-based Taguchi method
    Eshtayeh, M.
    Hrairi, M.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 87 (1-4): : 233 - 249
  • [5] Multi-objective optimization of a diesel engine fueled with different fuel types containing additives using grey-based Taguchi approach
    Mehmet Çelik
    Cihan Bayındırlı
    Mina Mehregan
    [J]. Environmental Science and Pollution Research, 2022, 29 : 30277 - 30284
  • [6] Multi-objective optimization of a diesel engine fueled with different fuel types containing additives using grey-based Taguchi approach
    Celik, Mehmet
    Bayindirli, Cihan
    Mehregan, Mina
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (20) : 30277 - 30284
  • [7] Multi-objective Optimization of Hard Milling Using Taguchi Based Grey Relational Analysis
    Cica, Djordje
    Caliskan, Halil
    Panjan, Peter
    Kramar, Davorin
    [J]. TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2020, 27 (02): : 513 - 519
  • [8] Multi-objective optimization of a power generation system based SOFC using Taguchi/AHP/TOPSIS triple method
    Mojaver, Parisa
    Khalilarya, Shahram
    Chitsaz, Ata
    Assadi, Mohsen
    [J]. SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2020, 38
  • [9] The Grey-Based Taguchi Method: Optimization of Milling of Mold Steel
    Basmaci, G.
    Ay, M.
    Etyemez, A.
    [J]. ACTA PHYSICA POLONICA A, 2018, 134 (01) : 24 - 27
  • [10] The use of a grey-based Taguchi method for optimizing multi-response simulation problems
    Kuo, Yiyo
    Yang, Taho
    Huang, Guan-Wei
    [J]. ENGINEERING OPTIMIZATION, 2008, 40 (06) : 517 - 528
12345