A Simulation Based Fuzzy Goal Programming Model for Cell Formation

Cell formation decisions are made based on several factors such as machining times, utilization, workload, alternative routings, capacities, operation sequences. Most of the traditional cell formation procedures ignore the existence of stochastic production requirements and alternative routes. In this study, a simulation based fuzzy goal programming model is proposed for solving cell formation problems considering stochastic production requirements and alternative routes. A tabu search based solution methodology is used for solution.

[1]  Shao-Yuan Li,et al.  A fuzzy goal programming approach to multi-objective optimization problem with priorities , 2007, Eur. J. Oper. Res..

[2]  Fred Glover,et al.  Tabu Search - Part II , 1989, INFORMS J. Comput..

[3]  Richard Bellman,et al.  Decision-making in fuzzy environment , 2012 .

[4]  Liang-Hsuan Chen,et al.  Fuzzy goal programming with different importance and priorities , 2001, Eur. J. Oper. Res..

[5]  Adil Baykasoğlu,et al.  An integrated framework for reconfiguration of cellular manufacturing systems using virtual cells , 2002 .

[6]  P. Vrat,et al.  Some design issues in cellular manufacturing using the fuzzy programming approach , 1999 .

[7]  Tom M. Cavalier,et al.  Virtual manufacturing cells: exploiting layout design and intercell flows for the machine sharing problem , 1993 .

[8]  M. Gen,et al.  Large-scale 0–1 fuzzy goal programming and its application to reliability optimization problem , 1993 .

[9]  Fred W. Glover,et al.  Tabu Search - Part I , 1989, INFORMS J. Comput..

[10]  Georges Abdul-Nour,et al.  Physically reconfigurable virtual cells: a dynamic model for a highly dynamic environment , 1995 .

[11]  A Baykasoglu,et al.  Solution of goal programming models using a basic taboo search algorithm , 1999, J. Oper. Res. Soc..

[12]  A. Baykasoğlu,et al.  A tabu search approach to fuzzy goal programs and an application to aggregate production planning , 2006 .

[13]  Asoo J. Vakharia,et al.  Cell formation in group technology: review, evaluation and directions for future research , 1998 .