Multi-objective aggregate production planning with fuzzy parameters

Baykasoglu A., Gocken T.

ADVANCES IN ENGINEERING SOFTWARE, cilt.41, sa.9, ss.1124-1131, 2010 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 41 Sayı: 9
  • Basım Tarihi: 2010
  • Doi Numarası: 10.1016/j.advengsoft.2010.07.002
  • Dergi Adı: ADVANCES IN ENGINEERING SOFTWARE
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.1124-1131
  • Anahtar Kelimeler: Aggregate production planning, Fuzzy mathematical programming, Fuzzy ranking, Tabu search, Computational intelligence, Multi-objective optimization, TABU SEARCH, RANKING, NUMBERS, CLASSIFICATION, MODELS
  • Dokuz Eylül Üniversitesi Adresli: Hayır

Özet

In this paper, a direct solution method that is based on ranking methods of fuzzy numbers and tabu search is proposed to solve fuzzy multi-objective aggregate production planning problem. The parameters of the problem are defined as triangular fuzzy numbers. During problem solution four different fuzzy ranking methods are employed/tested. One of the primary objectives of this study is to show that how a multi-objective aggregate production planning problem which is stated as a fuzzy mathematical programming model can also be solved directly (without needing a transformation process) by employing fuzzy ranking methods and a metaheuristic algorithm. The results show that this can be easily achieved. (C) 2010 Elsevier Ltd. All rights reserved.