ICFLSD: A computer software for solving the joint cell formation, cell scheduling, and group layout problem in virtual and classical manufacturing cells

Published: 5 July 2020| Version 2 | DOI: 10.17632/tdm3v8snx4.2
Contributors:
Kamran Forghani,
S.M.T. Fatemi Ghomi

Description

Cell formation, cell scheduling, and group layout are three important problems in designing and configuring a Cellular Manufacturing System (CMS). In our paper, "Joint cell formation, cell scheduling, and group layout problem in virtual and classical cellular manufacturing systems: Metaheuristic approaches embedded in a computer software", we address the integration of these problems in virtual and classical CMSs considering alternative processing routes. The objective is to minimize the total handling costs and cycle time. Due to the computational complexity of the problem, hybrid metaheuristic algorithms are proposed to solve the problem. Depending on the type of cells, which is either classical or virtual, an encoding scheme is proposed to effectively represent candidate solutions. Placement algorithms are developed to obtain the layout from an encoded solution; these algorithms are either based on running a heuristic or a linear program. A computer software, called ICFLSD (Integrated Cell Formation, Layout, and Scheduling Designer) is developed to simplify the problem-solving process from the data entry to getting results. Numerical examples adopted from the literature are solved using the ICFLSD and CPLEX solver to assess the performance of the metaheuristic algorithms. The comparison results demonstrated the superiority of the simulated annealing to the other solution approaches considered in this study. This dataset contains the ICFLSD and numerical examples solved in our paper.

Files

Steps to reproduce

This software is developed for a 64-bit Windows operating system. Before use, please copy "LP_solver.dll" into the "C:\" drive.

Institutions

Amirkabir University of Technology Department of Industrial Engineering and Management Systems

Categories

Metaheuristics, Master Scheduling, Layout Design, Cellular Manufacturing, Computer Software Industry

License