DESIGN OF A MATHEMATICAL MODEL FOR LOGISTIC NETWORK IN A MULTI-STAGE MULTI-PRODUCT SUPPLY CHAIN NETWORK AND DEVELOPING A METAHEURISTIC ALGORITHM

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MEHDIZADEH ESMAEIL; AFRABANDPEI FARIBORZ

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Journal Paper

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Journal: JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING) Year:2012 | Volume:6 | Issue:1 (10) Page(s): 35-43

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Title

DESIGN OF A MATHEMATICAL MODEL FOR LOGISTIC NETWORK IN A MULTI-STAGE MULTI-PRODUCT SUPPLY CHAIN NETWORK AND DEVELOPING A METAHEURISTIC ALGORITHM

Author(s)

MEHDIZADEH ESMAEIL | AFRABANDPEI FARIBORZ | Issue Writer Certificate

Keywords

TRANSPORTATION NETWORK

SUPPLY CHAIN MANAGEMENT

METAHEURISTIC ALGORITHMS

PRIORITY-BASED GENETIC ALGORITHM

Abstract

Logistic network design is one of the most important strategic decisions in SUPPLY CHAIN MANAGEMENT that has recently attracted the attention of many researchers. TRANSPORTATION NETWORK design is then one of the most important fields of logistic network. This study is concerned with designing a multi-stage and multi-product logistic network. At first, a mixed integer nonlinear programming model (MINLP) is formulated that minimizes transportation and holding costs. Then, a hybrid PRIORITY-BASED GENETIC ALGORITHM (pb-GA) and simulated annealing algorithm (SA) is developed in two phases to find the optimal solution. The solution is represented by a matrix and a vector. Response Surface Methodology (RSM) is also used to adjust the significant parameters of the algorithm. Finally, several test problems are generated which show that the proposed metaheuristic algorithm can find good solutions in reasonable time spans.

Cites

A MULTI-OBJECTIVE EVOLUTIONARY APPROACH FOR INTEGRATED PRODUCTION- DISTRIBUTION PLANNING PROBLEM IN A SUPPLY CHAIN NETWORK

References

A GENETIC ALGORITHM FOR TWO-STAGE TRANSPORTATION PROBLEM USING PRIORITY-BASED ENCODING

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APA: Copy

MEHDIZADEH, ESMAEIL, & AFRABANDPEI, FARIBORZ. (2012). DESIGN OF A MATHEMATICAL MODEL FOR LOGISTIC NETWORK IN A MULTI-STAGE MULTI-PRODUCT SUPPLY CHAIN NETWORK AND DEVELOPING A METAHEURISTIC ALGORITHM. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), 6(1 (10)), 35-43. SID. https://sid.ir/paper/623864/en

Vancouver: Copy

MEHDIZADEH ESMAEIL, AFRABANDPEI FARIBORZ. DESIGN OF A MATHEMATICAL MODEL FOR LOGISTIC NETWORK IN A MULTI-STAGE MULTI-PRODUCT SUPPLY CHAIN NETWORK AND DEVELOPING A METAHEURISTIC ALGORITHM. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING)[Internet]. 2012;6(1 (10)):35-43. Available from: https://sid.ir/paper/623864/en

IEEE: Copy

ESMAEIL MEHDIZADEH, and FARIBORZ AFRABANDPEI, “DESIGN OF A MATHEMATICAL MODEL FOR LOGISTIC NETWORK IN A MULTI-STAGE MULTI-PRODUCT SUPPLY CHAIN NETWORK AND DEVELOPING A METAHEURISTIC ALGORITHM,” JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), vol. 6, no. 1 (10), pp. 35–43, 2012, [Online]. Available: https://sid.ir/paper/623864/en

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