A HEURISTIC METHOD FOR SCHEDULING A MULTI-CRITERIA TWO-STAGE HYBRID FLOW SHOP PROBLEM

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MEHRDOUST SHAHRESTANI K.; HAMEDI M.

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Journal: Journal of Operational Research in its Applications Year:2017 | Volume:14 | Issue:2 (53) Page(s): 67-79

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Title

A HEURISTIC METHOD FOR SCHEDULING A MULTI-CRITERIA TWO-STAGE HYBRID FLOW SHOP PROBLEM

Author(s)

MEHRDOUST SHAHRESTANI K. | HAMEDI M. | Issue Writer Certificate

Keywords

HYBRID FLOW SHOPQ1

SIMULATED ANNEALINGQ1

TWO-STAGE HYBRID FLOW SHOPQ1

MULTICRITERIA DECISION MAKINGQ2

SAWQ2

Abstract

A two-stage HYBRID FLOW SHOP problem can be considered as part of a larger issue; when solved, it can find a partial solution of a main and bigger problem. Here and in the current paper, a two stage HYBRID FLOW SHOP problem with one machine in the first stage and two machines in the second stage with three criteria such as: 1) maximum manufacturing time, 2) average manufacturing time and 3) sum of the second stage machines' idle time has been studied. Moreover, a heuristic method was introduced and compared with three algorithms based on SIMULATED ANNEALING (SA) across the three evaluation criteria. Finally, results as a multi-criteria decision problem were solved by Simple Additive Weighting (SAW). Results showed that the heuristic method was better than the three algorithms based on SA in 71.5% of problems. And the solving time was about 48.6 times less than the algorithms based on SA. Also, The innovative method has achieved an average of 30.5% better results in more than 93.4% of the cases.

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APA: Copy

MEHRDOUST SHAHRESTANI, K., & HAMEDI, M.. (2017). A HEURISTIC METHOD FOR SCHEDULING A MULTI-CRITERIA TWO-STAGE HYBRID FLOW SHOP PROBLEM. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), 14(2 (53) ), 67-79. SID. https://sid.ir/paper/164698/en

Vancouver: Copy

MEHRDOUST SHAHRESTANI K., HAMEDI M.. A HEURISTIC METHOD FOR SCHEDULING A MULTI-CRITERIA TWO-STAGE HYBRID FLOW SHOP PROBLEM. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS)[Internet]. 2017;14(2 (53) ):67-79. Available from: https://sid.ir/paper/164698/en

IEEE: Copy

K. MEHRDOUST SHAHRESTANI, and M. HAMEDI, “A HEURISTIC METHOD FOR SCHEDULING A MULTI-CRITERIA TWO-STAGE HYBRID FLOW SHOP PROBLEM,” JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), vol. 14, no. 2 (53) , pp. 67–79, 2017, [Online]. Available: https://sid.ir/paper/164698/en

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