Supplier Selection Using Multiobjective Evolutionary Algorithm

被引:0
|
作者
Rankovic, Vladimir [1 ]
Arsovski, Zora [1 ]
Arsovski, Slavko [2 ]
Kalinic, Zoran [1 ]
Milanovic, Igor [1 ]
Rejman-Petrovic, Dragana [1 ]
机构
[1] Univ Kragujevac, Fac Econ, Djure Pucara 3, Kragujevac 34000, Serbia
[2] Univ Kragujevac, Fac Mech Engn, Kragujevac 34000, Serbia
关键词
Supplier selection; multiobjective optimization; evolutionary algorithms; strength Pareto evolutionary algorithm; ANALYTIC HIERARCHY PROCESS;
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
Supplier selection is one of the most critical activities of purchasing management. Nowadays, supplier selection includes a number of different and usually conflicting objectives. Because of that, modern supplier selection techniques imply solving of multiobjective optimization problems. In this paper supplier selection using evolutionary algorithm (SPEA method) is presented. As criteria for selection optimization we used variance of quality and total costs. Results show that described methodology can be applicable for the practical purposes.
引用
收藏
页码:327 / +
页数:2
相关论文
共 50 条
  • [21] Preference-Based Solution Selection Algorithm for Evolutionary Multiobjective Optimization
    Kim, Jong-Hwan
    Han, Ji-Hyeong
    Kim, Ye-Hoon
    Choi, Seung-Hwan
    Kim, Eun-Soo
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2012, 16 (01) : 20 - 34
  • [22] Optimal VAR dispatch using a multiobjective evolutionary algorithm
    Abido, MA
    Bakhashwain, JM
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2005, 27 (01) : 13 - 20
  • [23] Fuzzy autopilot design using a multiobjective evolutionary algorithm
    Blumel, AL
    Hughes, EJ
    White, BA
    PROCEEDINGS OF THE 2000 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2000, : 54 - 61
  • [24] Optimization of a MEMS Accelerometer Using A Multiobjective Evolutionary Algorithm
    Pak, Murat
    Fernandez, Francisco V.
    Dundar, Gunhan
    2017 14TH INTERNATIONAL CONFERENCE ON SYNTHESIS, MODELING, ANALYSIS AND SIMULATION METHODS AND APPLICATIONS TO CIRCUIT DESIGN (SMACD), 2017,
  • [25] Multiobjective Adaptive Representation Evolutionary Algorithm (MAREA) - a new evolutionary algorithm for multiobjective optimization
    Grosan, Crina
    APPLIED SOFT COMPUTING TECHNOLOGIES: THE CHALLENGE OF COMPLEXITY, 2006, 34 : 113 - 121
  • [26] Selecting informative genes using a multiobjective evolutionary algorithm
    Liu, J
    Iba, H
    CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2002, : 297 - 302
  • [27] A new multiobjective evolutionary algorithm
    Sarker, R
    Liang, KH
    Newton, C
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 140 (01) : 12 - 23
  • [28] Robust multiobjective evolutionary feature subset selection algorithm for binary classification using machine learning techniques
    Deniz, Ayca
    Kiziloz, Hakan Ezgi
    Dokeroglu, Tansel
    Cosar, Ahmet
    NEUROCOMPUTING, 2017, 241 : 128 - 146
  • [29] Environmental Selection Using a Fuzzy Classifier for Multiobjective Evolutionary Algorithms
    Zhang, Jinyuan
    Ishibuchi, Hisao
    Shang, Ke
    He, Linjun
    Pang, Lie Meng
    Peng, Yiming
    PROCEEDINGS OF THE 2021 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'21), 2021, : 485 - 492
  • [30] Leader recommend operators selection strategy for a multiobjective evolutionary algorithm based on decomposition
    Yan, Zeyuan
    Tan, Yanyan
    Zheng, Wei
    Meng, Lili
    Zhang, Huaxiang
    Tan, Yanyan (yytan928@163.com), 1600, Elsevier Inc. (550): : 166 - 188