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Information Journal Paper

Title

DESIGNING A DEVELOPED MODEL FOR SET COVERING PROBLEMS BY GENETIC ALGORITHMS

Pages

  115-124

Keywords

Not Registered.

Abstract

 In this paper, a mathematical programming model for set covering problems (SCPs) is presented and developed which is close to real-world cases. In this proposed model, m customers are covered by n facilities in such a way that the distance between facilities must not be less than the available defined limit Due to nonlinearity of the model, the traditional optimization methods cannot solve large-sized problems in a reasonable amount of computational time. Thus in this paper, a genetic algorithm is proposed as a well-known metaheuristic method to solve such a hard problem. To show the efficiency the proposed algorithm, 36 test problems classified into 9 groups are generated at random and then they are solved by genetic algorithms. The associated results are compared with the Lingo 6 software package. These results show the efficiency and validation of the proposed algorithm.

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  • Cite

    APA: Copy

    ZEGORDI, S.H.A.D., SEPEHRI, M.M., TAVAKOLI MOGHADAM, R., & SAMEE, A.. (2006). DESIGNING A DEVELOPED MODEL FOR SET COVERING PROBLEMS BY GENETIC ALGORITHMS. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), 16(4), 115-124. SID. https://sid.ir/paper/65894/en

    Vancouver: Copy

    ZEGORDI S.H.A.D., SEPEHRI M.M., TAVAKOLI MOGHADAM R., SAMEE A.. DESIGNING A DEVELOPED MODEL FOR SET COVERING PROBLEMS BY GENETIC ALGORITHMS. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN)[Internet]. 2006;16(4):115-124. Available from: https://sid.ir/paper/65894/en

    IEEE: Copy

    S.H.A.D. ZEGORDI, M.M. SEPEHRI, R. TAVAKOLI MOGHADAM, and A. SAMEE, “DESIGNING A DEVELOPED MODEL FOR SET COVERING PROBLEMS BY GENETIC ALGORITHMS,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), vol. 16, no. 4, pp. 115–124, 2006, [Online]. Available: https://sid.ir/paper/65894/en

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