Unequal-area, fixed-shape facility layout problems using the firefly algorithm. Issue 7 (3rd July 2017)

• Record Type: Journal Article
• Authors: Ingole, Supriya; Singh, Dinesh
• Is Part Of: Engineering optimization. Volume 49:Issue 7(2017)
• Page Start: 1097
• Page End: 1115
• Publication Date: 2017-07-03
• Subjects: Facility layout -- fixed-shape departments -- non-traditional optimization -- firefly algorithm; Engineering design -- Periodicals; Mathematical optimization -- Periodicals; 620.0042
• DOI: 10.1080/0305215X.2016.1235327
• Languages: English
• ISSNs: 0305-215X

Abstract

ABSTRACT: In manufacturing industries, the facility layout design is a very important task, as it is concerned with the overall manufacturing cost and profit of the industry. The facility layout problem (FLP) is solved by arranging the departments or facilities of known dimensions on the available floor space. The objective of this article is to implement the firefly algorithm (FA) for solving unequal-area, fixed-shape FLPs and optimizing the costs of total material handling and transportation between the facilities. The FA is a nature-inspired algorithm and can be used for combinatorial optimization problems. Benchmark problems from the previous literature are solved using the FA. To check its effectiveness, it is implemented to solve large-sized FLPs. Computational results obtained using the FA show that the algorithm is less time consuming and the total layout costs for FLPs are better than the best results achieved so far.