Scheduling of jobs and maintenance activities in an unrelated parallel machines environment

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Hesam Abed; EMAMI SAEED; Nemati Keshteli Ramezan

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Journal Paper

Paper Information

Journal: Modeling in Engineering Year:2019 | Volume:17 | Issue:58 Page(s): 233-247

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Information Journal Paper

Title

Scheduling of jobs and maintenance activities in an unrelated parallel machines environment

Author(s)

Hesam Abed | EMAMI SAEED | Nemati Keshteli Ramezan | Issue Writer Certificate

Keywords

schedulingQ1

unrelated parallel machinesQ1

controllable processing timeQ1

MCGPQ1

NSGA-IIQ1

Abstract

scheduling of jobs and maintenance activities is a vital problem in a production system. In the current business environment, the competitiveness of manufacturing companies is based on their ability to response the rapid changes in demand with high quality and low costs. Therefore. in this paper, the scheduling of jobs and maintenance activities in an unrelated parallel machines environment is studied. By considering the controllable processing times, a multi-objective mathematical programming model is presented to minimize the sum of the compression and expansion of processing times and maintenance costs, makespan, tardiness, and earliness. The multi-choice goal programming (MCGP) is applied. The problem is NP-hard, therefore, the NSGA-II algorithm is developed to solve the medium and large size instances. The obtained results from solving the proposed model with NSGA-II and comparing with the results from MCGP demonstrates that the proposed algorithm is presented a non-dominated solution set in a short time.

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APA: Copy

Hesam, Abed, EMAMI, SAEED, & Nemati Keshteli, Ramezan. (2019). Scheduling of jobs and maintenance activities in an unrelated parallel machines environment. JOURNAL OF MODELING IN ENGINEERING, 17(58 ), 233-247. SID. https://sid.ir/paper/388014/en

Vancouver: Copy

Hesam Abed, EMAMI SAEED, Nemati Keshteli Ramezan. Scheduling of jobs and maintenance activities in an unrelated parallel machines environment. JOURNAL OF MODELING IN ENGINEERING[Internet]. 2019;17(58 ):233-247. Available from: https://sid.ir/paper/388014/en

IEEE: Copy

Abed Hesam, SAEED EMAMI, and Ramezan Nemati Keshteli, “Scheduling of jobs and maintenance activities in an unrelated parallel machines environment,” JOURNAL OF MODELING IN ENGINEERING, vol. 17, no. 58 , pp. 233–247, 2019, [Online]. Available: https://sid.ir/paper/388014/en

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