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Novel approach to optimize milk-run delivery: a case study

Version 2 2024-06-03, 20:10
Version 1 2023-10-25, 23:23
conference contribution
posted on 2024-06-03, 20:10 authored by THD Nguyen, TM Dao
This article proposes a new approach to optimize a milk-run delivery in supply chain (SC) which was introduced by Zhou and Kelin (2011). These authors particularly formulated the mathematical model of SC total cost at operational level for milk-run delivery and used Ant Colony Optimization (ACO) to find out the results in one specific case study. Yet, the solution found by this Meta-Heuristics did not obtain optimal values. Hence, to improve the solution, the paper presents one new method namely Hybrid Ant Colony Optimization and Tabu Search (HAT). To qualify new method, Tabu Search (TS) is taken into account in testing stage. With the same data in the case study and random data, the new method outperforms the original and TS regarding SC total cost and milk-run distance.

History

Pagination

351-355

Location

Singapore, Singapore

Start date

2015-12-06

End date

2015-12-09

ISSN

2157-3611

eISSN

2157-362X

ISBN-13

9781467380669

Language

eng

Publication classification

E1.1 Full written paper - refereed

Copyright notice

2015, IEEE

Title of proceedings

IEEM 2015 : Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management

Event

Industrial Engineering and Engineering Management. IEEE International Conference (2015 : Singapore, Singapore)

Publisher

IEEE

Place of publication

Piscataway, N.J.

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