Modelling and solving the multi objective aggregate production planning with maintenance costs and dissatisfaction reduction approach

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HOSSEINI SEYED MOHAMMAD HASSAN

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Journal: JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES Year:2020 | Volume:18 | Issue:56 Page(s): 129-169

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Title

Modelling and solving the multi objective aggregate production planning with maintenance costs and dissatisfaction reduction approach

Author(s)

HOSSEINI SEYED MOHAMMAD HASSAN | Issue Writer Certificate

Keywords

Production planningQ1

multi productQ1

maintenanceQ1

multi objectiveQ1

metaheuristic algorithm of NSGA-IIQ1

Abstract

Realization of plans and on time demands providing, is nowadays one of the most strategic goals in all production industries. This importance is caused by importance of customer position and also exploitation of resources. In this paper, the aggregate Production planning problem is studied. Two objective function is considered for this problem. First, minimizing total cost elements and second, minimizing dissatisfaction of customer that comes about delay in demands delivery. Due to the importance of the customer place in nowadays competitive environment, the last objective function is added to problem to getting closer to the real world. Therefore, at first problem definition via objective functions, parameters, and decision variables are presented. Then mathematical model in multi objective is developed. Since, this problem has been proved as NP-Hard, an approximation method is also developed based on Non-dominated Sorting Genetic Algorithm II (NSGA-II). Finally this problem is solved applying two algorithm ε _Constraint and NSGA-II using standard data that is obtained from references. The result show good performance of the proposed method based on NSGA-II both in solution quality and running time.

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APA: Copy

HOSSEINI, SEYED MOHAMMAD HASSAN. (2020). Modelling and solving the multi objective aggregate production planning with maintenance costs and dissatisfaction reduction approach. JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES, 18(56 ), 129-169. SID. https://sid.ir/paper/389906/en

Vancouver: Copy

HOSSEINI SEYED MOHAMMAD HASSAN. Modelling and solving the multi objective aggregate production planning with maintenance costs and dissatisfaction reduction approach. JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES[Internet]. 2020;18(56 ):129-169. Available from: https://sid.ir/paper/389906/en

IEEE: Copy

SEYED MOHAMMAD HASSAN HOSSEINI, “Modelling and solving the multi objective aggregate production planning with maintenance costs and dissatisfaction reduction approach,” JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES, vol. 18, no. 56 , pp. 129–169, 2020, [Online]. Available: https://sid.ir/paper/389906/en

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