AN ANT COLONY OPTIMIZATION FOR AN INTEGRATED PRODUCTION AND DISTRIBUTION SCHEDULING MODEL IN SUPPLY CHAINS: MINIMIZING TOTAL WEIGHTED TARDINESS AND DELIVERY COST

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REZAEI SEYED REZA; HEJAZI SEYED REZA; RASTI BARZOKI MORTEZA

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Journal: PRODUCTION AND OPERATIONS MANAGEMENT Year:2018 | Volume:8 | Issue:2 (15) Page(s): 61-82

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Title

AN ANT COLONY OPTIMIZATION FOR AN INTEGRATED PRODUCTION AND DISTRIBUTION SCHEDULING MODEL IN SUPPLY CHAINS: MINIMIZING TOTAL WEIGHTED TARDINESS AND DELIVERY COST

Author(s)

REZAEI SEYED REZA | HEJAZI SEYED REZA | RASTI BARZOKI MORTEZA | Issue Writer Certificate

Keywords

ANT COLONY SYSTEMQ1

SUPPLY CHAIN SCHEDULINGQ1

INTEGER PROGRAMMINGQ1

BATCH DELIVERY AND TOTAL WEIGHTED TARDINESSQ1

Abstract

In this paper, integrated production and batch delivery scheduling problem for make to order production system and one customer in supply chain has been addressed. One manufacture received n orders from one customer. Orders must be processed by single machine and sent in batches to customer. Sending several jobs as a batch leads to less transportation cost but may increase the cost of tardiness jobs. The objective is determining the production and delivery scheduling so that the related costs is minimized. The problem is strongly NP-hard. In this paper, one new math programming model including Mixed INTEGER PROGRAMMING (MIP) model, ANT COLONY SYSTEM (ACS) and Elastic Ant System (EAS) are presented for solving it. In order to evaluate the efficiency of these two methods computational tests based on full factorial experimental design has been conducted. Computational test is performed for evaluation of these methods. The obtained results show that the heuristic algorithm is efficient which has been verified by using. Analysis of variance (ANOVA) technique. The results showed that the ACS is the most efficient method.

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APA: Copy

REZAEI, SEYED REZA, HEJAZI, SEYED REZA, & RASTI BARZOKI, MORTEZA. (2018). AN ANT COLONY OPTIMIZATION FOR AN INTEGRATED PRODUCTION AND DISTRIBUTION SCHEDULING MODEL IN SUPPLY CHAINS: MINIMIZING TOTAL WEIGHTED TARDINESS AND DELIVERY COST. PRODUCTION AND OPERATIONS MANAGEMENT, 8(2 (15) ), 61-82. SID. https://sid.ir/paper/217484/en

Vancouver: Copy

REZAEI SEYED REZA, HEJAZI SEYED REZA, RASTI BARZOKI MORTEZA. AN ANT COLONY OPTIMIZATION FOR AN INTEGRATED PRODUCTION AND DISTRIBUTION SCHEDULING MODEL IN SUPPLY CHAINS: MINIMIZING TOTAL WEIGHTED TARDINESS AND DELIVERY COST. PRODUCTION AND OPERATIONS MANAGEMENT[Internet]. 2018;8(2 (15) ):61-82. Available from: https://sid.ir/paper/217484/en

IEEE: Copy

SEYED REZA REZAEI, SEYED REZA HEJAZI, and MORTEZA RASTI BARZOKI, “AN ANT COLONY OPTIMIZATION FOR AN INTEGRATED PRODUCTION AND DISTRIBUTION SCHEDULING MODEL IN SUPPLY CHAINS: MINIMIZING TOTAL WEIGHTED TARDINESS AND DELIVERY COST,” PRODUCTION AND OPERATIONS MANAGEMENT, vol. 8, no. 2 (15) , pp. 61–82, 2018, [Online]. Available: https://sid.ir/paper/217484/en

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