A GENETIC ALGORITHM APPROACH FOR P/STSI,B/ΣWJFJ PROBLEM

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MEHDIZADEH E.; TAVAKKOLI MOGHADDAM R.

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Journal Paper

Paper Information

Journal: JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL Year:2011 | Volume:7 | Issue:13 Page(s): 35-43

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Information Journal Paper

Title

A GENETIC ALGORITHM APPROACH FOR P/STSI,B/ΣWJFJ PROBLEM

Author(s)

MEHDIZADEH E. | TAVAKKOLI MOGHADDAM R. | Issue Writer Certificate

Keywords

GENETIC ALGORITHM

PARALLEL MACHINE SCHEDULING

SETUP TIME

WEIGHTED FLOW TIME

Abstract

In this paper, a GENETIC ALGORITHM is presented for an identical parallel-machine scheduling problem with family SETUP TIME that minimizes the total WEIGHTED FLOW TIME (P/STsi,b/Swjfj). No set-up is necessary between jobs belonging to the same family. A set-up must be scheduled when switching from the processing of family i jobs to those of another family j, i ¹ j, the duration of this set-up being the sequence-independent set-up time sj for family j. This problem is shown to be NP-hard in the strong sense and obtaining an optimal solution for the large-sized problems in reasonable computational time is extremely difficult. Further, it is computationally evaluated the performance of the proposed GENETIC ALGORITHM solutions obtained using a mixed integer programming (MIP) with the Lingo 8.0 software.

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APA: Copy

MEHDIZADEH, E., & TAVAKKOLI MOGHADDAM, R.. (2011). A GENETIC ALGORITHM APPROACH FOR P/ST_SI,B/ΣW_JF_J PROBLEM. JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL, 7(13), 35-43. SID. https://sid.ir/paper/309870/en

Vancouver: Copy

MEHDIZADEH E., TAVAKKOLI MOGHADDAM R.. A GENETIC ALGORITHM APPROACH FOR P/ST_SI,B/ΣW_JF_J PROBLEM. JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL[Internet]. 2011;7(13):35-43. Available from: https://sid.ir/paper/309870/en

IEEE: Copy

E. MEHDIZADEH, and R. TAVAKKOLI MOGHADDAM, “A GENETIC ALGORITHM APPROACH FOR P/ST_SI,B/ΣW_JF_J PROBLEM,” JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL, vol. 7, no. 13, pp. 35–43, 2011, [Online]. Available: https://sid.ir/paper/309870/en

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