Title of article :
Stochastic Facility Layout Planning Problem: A Metaheuristic and Case Study
Author/Authors :
Moradi, Nima Department of Industrial Engineering - Sharif University of Technology, Tehran, Iran
Abstract :
Facility layout is one of the most important Operations Management
problems due to its direct impact on the financial performance
of both private and public firms. Facility layout problem (FLP) with
stochastic parameters, unequal area facilities, and grid system modeling
is named GSUA-STFLP. This problem has not been worked
in the literature so that to solve GSUA-STFLP is our main contribution.
In this paper, we have first presented an integer nonlinear
programming model which aims to minimize the cost of material
handling. Then, a metaheuristic SA-based algorithm is proposed.
Our proposed SA is able to generate feasible solutions by a local
search operator to explore and exploit the solution space. Next,
problems with different sizes besides the real case study have been
solved. The computational results show the capability of the proposed
SA to obtain the solutions with high quality in a short time.
Farsi abstract :
فاقد چكيده فارسي
Keywords :
Stochastic Facility Layout Problem , Un-equal Area , Grid System , Simulated Annealing
Journal title :
IJO: Iranian Journal of Optimization