SCHEDULING OF A HYBRID FLOW SHOP WITH MULTIPROCESSOR TASKS BY A HYBRID APPROACH BASED ON GENETIC AND IMPERIALIST COMPETITIVE ALGORITHMS

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REZAEIAN JAVAD; SEIDGAR HANY; KIANI MORTEZA

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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): 1-11

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Information Journal Paper

Title

SCHEDULING OF A HYBRID FLOW SHOP WITH MULTIPROCESSOR TASKS BY A HYBRID APPROACH BASED ON GENETIC AND IMPERIALIST COMPETITIVE ALGORITHMS

Author(s)

REZAEIAN JAVAD | SEIDGAR HANY | KIANI MORTEZA | Issue Writer Certificate

Keywords

HYBRID FLOW SHOP SCHEDULING

MULTI-PROCESSOR TASKS

SEQUENCE DEPENDENT SETUP TIME

PREEMPTION

Abstract

This paper presents a new mathematical model for a HYBRID FLOW SHOP SCHEDULING problem with multiprocessor tasks in which sequence dependent set up times and PREEMPTION are considered. The objective is to minimize the weighted sum of makespan and maximum tardiness. Three meta-heuristic methods based on genetic algorithm (GA), imperialist competitive algorithm (ICA) and a hybrid approach of GA and ICA are proposed to solve the generated problems. The performances of algorithms are evaluated by computational time and Relative Percentage Deviation (RPD) factors. The results indicate that ICA solves the problems faster than other algorithms and the hybrid algorithm produced best solution based on RPD.

Cites

MODELLING AND SCHEDULING LOT STREAMING FLEXIBLE FLOW LINES

References

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APA: Copy

REZAEIAN, JAVAD, SEIDGAR, HANY, & KIANI, MORTEZA. (2013). SCHEDULING OF A HYBRID FLOW SHOP WITH MULTIPROCESSOR TASKS BY A HYBRID APPROACH BASED ON GENETIC AND IMPERIALIST COMPETITIVE ALGORITHMS. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), 6(13), 1-11. SID. https://sid.ir/paper/617545/en

Vancouver: Copy

REZAEIAN JAVAD, SEIDGAR HANY, KIANI MORTEZA. SCHEDULING OF A HYBRID FLOW SHOP WITH MULTIPROCESSOR TASKS BY A HYBRID APPROACH BASED ON GENETIC AND IMPERIALIST COMPETITIVE ALGORITHMS. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING)[Internet]. 2013;6(13):1-11. Available from: https://sid.ir/paper/617545/en

IEEE: Copy

JAVAD REZAEIAN, HANY SEIDGAR, and MORTEZA KIANI, “SCHEDULING OF A HYBRID FLOW SHOP WITH MULTIPROCESSOR TASKS BY A HYBRID APPROACH BASED ON GENETIC AND IMPERIALIST COMPETITIVE ALGORITHMS,” JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), vol. 6, no. 13, pp. 1–11, 2013, [Online]. Available: https://sid.ir/paper/617545/en

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