MULTI-OBJECTIVE SCHEDULING PROBLEM IN A THREE-STAGE PRODUCTION SYSTEM

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FATTAHI PARVIZ; HOSSEINI SEYED MOHAMMAD HASAN; JOLAI FARIBORZ; SAFI SAMGHABADI AZAMDOKHT

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Journal Paper

Paper Information

Journal: International Journal of Industrial Engineering & Production Research Year:2014 | Volume:25 | Issue:1 Page(s): 1-12

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Title

MULTI-OBJECTIVE SCHEDULING PROBLEM IN A THREE-STAGE PRODUCTION SYSTEM

Author(s)

FATTAHI PARVIZ | HOSSEINI SEYED MOHAMMAD HASAN | JOLAI FARIBORZ | SAFI SAMGHABADI AZAMDOKHT | Issue Writer Certificate

Keywords

SCHEDULING

MULTI-OBJECTIVE

THREE-STAGE PRODUCTION SYSTEM

ASSEMBLY

GENETIC ALGORITHM

Abstract

A THREE-STAGE PRODUCTION SYSTEM is considered in this paper. There are two stages to fabricate and provide the parts and an ASSEMBLY stage to assemble the parts and complete the products in this system. Suppose that a number of products of different kinds are ordered. Each product is assembled with a set of several parts. At first the parts are produced in the first stage with parallel machines and then they are controlled and provided in the second stage and finally the parts are assembled in an ASSEMBLY stage to complete the products. Two objective functions are considered: (1) minimizing the completion time of all products (makespan), and (2) minimizing the sum of earliness and tardiness of all products (Si(Ei/Ti). Since this type of problem is NP-hard, a new MULTI-OBJECTIVE algorithm is designed for searching local Pareto-optimal frontier for the problem. To validate the performance of the proposed algorithm, various test problems are designed and the reliability of the proposed algorithm, based on some comparison metrics, is compared with two prominent MULTI-OBJECTIVE GENETIC ALGORITHMs, i.e. NSGA-II and SPEA-II. The computational results show that the performance of the proposed algorithms is good in both efficiency and effectiveness criteria.

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APA: Copy

FATTAHI, PARVIZ, HOSSEINI, SEYED MOHAMMAD HASAN, JOLAI, FARIBORZ, & SAFI SAMGHABADI, AZAMDOKHT. (2014). MULTI-OBJECTIVE SCHEDULING PROBLEM IN A THREE-STAGE PRODUCTION SYSTEM. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH), 25(1), 1-12. SID. https://sid.ir/paper/637527/en

Vancouver: Copy

FATTAHI PARVIZ, HOSSEINI SEYED MOHAMMAD HASAN, JOLAI FARIBORZ, SAFI SAMGHABADI AZAMDOKHT. MULTI-OBJECTIVE SCHEDULING PROBLEM IN A THREE-STAGE PRODUCTION SYSTEM. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH)[Internet]. 2014;25(1):1-12. Available from: https://sid.ir/paper/637527/en

IEEE: Copy

PARVIZ FATTAHI, SEYED MOHAMMAD HASAN HOSSEINI, FARIBORZ JOLAI, and AZAMDOKHT SAFI SAMGHABADI, “MULTI-OBJECTIVE SCHEDULING PROBLEM IN A THREE-STAGE PRODUCTION SYSTEM,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH), vol. 25, no. 1, pp. 1–12, 2014, [Online]. Available: https://sid.ir/paper/637527/en

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