A MULTI-LEVEL CAPACITATED LOT-SIZING PROBLEM WITH SAFETY STOCK DEFICIT AND PRODUCTION MANNERS: A REVISED SIMULATED ANNEALING

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MEHDIZADEH ESMAEIL; MOHAMMADIZADEH MOHAMMAD REZA

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Journal Paper

Paper Information

Journal: JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING) Year:2013 | Volume:6 | Issue:13 Page(s): 55-64

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Information Journal Paper

Title

A MULTI-LEVEL CAPACITATED LOT-SIZING PROBLEM WITH SAFETY STOCK DEFICIT AND PRODUCTION MANNERS: A REVISED SIMULATED ANNEALING

Author(s)

MEHDIZADEH ESMAEIL | MOHAMMADIZADEH MOHAMMAD REZA | Issue Writer Certificate

Keywords

LOT-SIZING PROBLEM

SIMULATED ANNEALING

SHORTAGE

SAFETY STOCK DEFICIT

PRODUCTION MANNERS

Abstract

LOT-SIZING PROBLEMs (LSPs) belong to the class of production planning problems in which the availability quantities of the production plan are always considered as a decision variable. This paper aims at developing a new mathematical model for the multi-level capacitated LSP with setup times, SAFETY STOCK DEFICIT, SHORTAGE, and different PRODUCTION MANNERS. Since the proposed linear mixed integer programming model is NP-hard, a new version of SIMULATED ANNEALING algorithm (SA) is developed to solve the model named revised SA algorithm (RSA). Since the performance of the meta-heuristics severely depends on their parameters, Taguchi approach is applied to tune the parameters of both SA and RSA. In order to justify the proposed mathematical model, we utilize an exact approach to compare the results.To demonstrate the efficiency of the proposed RSA, first, some test problems are generated, then, the results are statistically and graphically compared with the traditional SA algorithm.

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APA: Copy

MEHDIZADEH, ESMAEIL, & MOHAMMADIZADEH, MOHAMMAD REZA. (2013). A MULTI-LEVEL CAPACITATED LOT-SIZING PROBLEM WITH SAFETY STOCK DEFICIT AND PRODUCTION MANNERS: A REVISED SIMULATED ANNEALING. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), 6(13), 55-64. SID. https://sid.ir/paper/616547/en

Vancouver: Copy

MEHDIZADEH ESMAEIL, MOHAMMADIZADEH MOHAMMAD REZA. A MULTI-LEVEL CAPACITATED LOT-SIZING PROBLEM WITH SAFETY STOCK DEFICIT AND PRODUCTION MANNERS: A REVISED SIMULATED ANNEALING. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING)[Internet]. 2013;6(13):55-64. Available from: https://sid.ir/paper/616547/en

IEEE: Copy

ESMAEIL MEHDIZADEH, and MOHAMMAD REZA MOHAMMADIZADEH, “A MULTI-LEVEL CAPACITATED LOT-SIZING PROBLEM WITH SAFETY STOCK DEFICIT AND PRODUCTION MANNERS: A REVISED SIMULATED ANNEALING,” JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), vol. 6, no. 13, pp. 55–64, 2013, [Online]. Available: https://sid.ir/paper/616547/en

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