Optimizing the Joint Replenishment and Channel Coordination Problem under Supply Chain Environment Using a Simple and Effective Differential Evolution Algorithm
Author(s) -
Lin Wang,
Hui Qu,
Shan Liu,
Can Chen
Publication year - 2014
Publication title -
discrete dynamics in nature and society
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.264
H-Index - 39
eISSN - 1607-887X
pISSN - 1026-0226
DOI - 10.1155/2014/709856
Subject(s) - benchmark (surveying) , supply chain , computer science , procurement , sensitivity (control systems) , mathematical optimization , interval (graph theory) , joint (building) , simple (philosophy) , channel (broadcasting) , differential (mechanical device) , differential evolution , algorithm , operations research , economics , mathematics , business , engineering , telecommunications , architectural engineering , philosophy , management , geodesy , epistemology , marketing , combinatorics , electronic engineering , aerospace engineering , geography
This paper presents a useful and practical procurement approach using the joint replenishment and channel coordination (JR-CC) policy in a two-echelon supply chain considering the coordination cost. The objective is to determine a basic replenishment cycle time and the replenishment interval to minimize the total cost of the supply chain. To solve this NP-hard problem, a simple and improved differential evolution algorithm (IDE) is developed. The performance of the IDE is verified by benchmark functions. Moreover, results of comparative numerical example show the effectiveness of the proposed IDE. IDE can be used as a good candidate for the JR-CC model. Results of numerical examples also indicate that the JR-CC policy can result in considerable cost saving, and enhance the efficiency of a supply chain. But not all members in the supply chain can benefit a lot using this policy. Moreover, results of sensitivity analysis show that retailers have more willingness to adopt the JR-CC policy than the manufacturers because of the different cost savings
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