International Journal of Industiral Engineering & Producion Research
نشریه بین المللی مهندسی صنایع و تحقیقات تولید
IJIEPR
Engineering & Technology
http://ijiepr.iust.ac.ir
18
agent2
2008-4889
2345-363X
10.22068/ijiepr
en
jalali
1396
12
1
gregorian
2018
3
1
29
1
online
1
fulltext
fa
Study of buffer effects on the grouping efficacy measure of stochastic cell formation problem
فرایندهای تولید و سیستم ها
Manufacturing Process & Systems
پژوهشي
Research
<span><i><span new="" style="line-height: 115%; font-family:;" times=""><font color="#000000">This paper deals the stochastic cell formation problem (SCFP). The paper presents a new nonlinear integer programming model for the SCFP in which the effect of buffer size on the grouping efficacy of cells has been investigated. The objective function is the maximization of the grouping efficacy of cells. A chance constraint is applied to explore the effect of buffer on the SCFP. Processing time and arrival time of the part for each cell are considered stochastic and are following exponential probability distribution. To find out the optimal solution in a reasonable time, a heuristic approach is used to linearize the proposed nonlinear model. This problem has been known as an NP-hard problem. Therefore, two metaheuristic methods, namely; genetic algorithm and particle swarm optimization are employed to solve examples. The parameters of the algorithms are calibrated using Taguchi and full factorial methods, and the performances of the algorithms on the examples of various sizes are analyzed against global solutions obtained from Lingo software’s branch and bound (B&B) in terms of quality of solutions and computational time.</font></span></i></span>
Stochastic cell formation problem, Grouping efficacy measure, met heuristic.
53
63
http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-53-2&slc_lang=fa&sid=1
bahman
Esmailnezhad
`180031947532846005147`

180031947532846005147
No
iust
mohammad
saidi-Mehrabad
mehrabad@iust.ac.ir
`180031947532846005148`

180031947532846005148
Yes
Iran University of Science and Technology