A new set of high-performing heuristics to minimise flowtime in permutation flowshops. (January 2015)

• Record Type: Journal Article
• Authors: Fernandez-Viagas, Victor; Framinan, Jose M.
• Is Part Of: Computers & operations research. Volume 53(2015)
• Page Start: 68
• Page End: 80
• Publication Date: 2015-01
• Subjects: Scheduling -- Flowshop -- Heuristics -- Flowtime; Operations research -- Periodicals; Electronic digital computers -- Periodicals; 004.05
• DOI: 10.1016/j.cor.2014.08.004
• Languages: English
• ISSNs: 0305-0548

Abstract

Abstract: This paper addresses the problem of scheduling jobs in a permutation flowshop with the objective of total completion time minimisation. Since this problem is known to be NP-hard, most research has focussed on obtaining procedures – heuristics – able to provide good, but not necessarily optimal, solutions with a reasonable computational effort. Therefore, a full set of heuristics efficiently balancing both aspects (quality of solutions and computational effort) has been developed. 12 out of these 14 efficient procedures are composite heuristics based on the LR heuristic by Liu and Reeves (2001), which is of complexity n 3 m . In our paper, we propose a new heuristic of complexity n 2 m for the problem, which turns out to produce better results than LR . Furthermore, by replacing the heuristic LR by our proposal in the aforementioned composite heuristics, we obtain a new set of 17 efficient heuristics for the problem, with 15 of them incorporating our proposal. Additionally, we also discuss some issues related to the evaluation of efficient heuristics for the problem and propose an alternative indicator.