A Cellular Formation Problem Algorithm Based on Frequency of Used Machine for Cellular Manufacturing System

Sang-Un, Lee

Journal of The Korea Society of Computer and Information

Abbr : JKSCI
2016, 21(2), pp.71-77
Publisher : The Korean Society Of Computer And Information
Research Area : Computer Science

Sang-Un, Lee ¹

¹ 강릉원주대학교

ABSTRACT

There has been unknown polynomial time algorithm for cellular formation problem (CFP) that is one of the NP-hard problem. Therefore metaheuristic method has been applied this problem to obtain approximated solution. This paper shows the existence of polynomial-time heuristic algorithm in CFP. The proposed algorithm performs coarse-grained and fine-grained cell formation process. In coarse-grained cell formation process, the cell can be formed in accordance with machine frequently used that is the number of other products use same machine with special product. As a result, the machine can be assigned to most used cell. In fine-grained process, the product and machine are moved into other cell that has a improved grouping efficiency. For 35 experimental data, this heuristic algorithm performs better grouping efficiency for 12 data than best known of meta-heuristic methods.
KEYWORDS

Cellularmanufacturingsystem , Cellular formationproblem , Frequency , Groupingefficiency , Optimization
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