A model of a decision support system based on case‐based reasoning for third‐party logistics evaluation

Jianyuan Yan · Peggy E. Chaudhry · Sohail S. Chaudhry

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Multi-Criteria Decision Making Outsourcing and Supply Chain Management AI-based Problem Solving and Planning

Abstract

Abstract: The social demands for third‐party logistics (3PL) are further developing the model of supply chain management. The analysis of an effective approach for 3PL service supplier evaluation is given in terms of its direct relation to the operational efficiency and benefit of the service‐demanding enterprise as well as its supply chain management. An analysis of the traditional academic theoretical results and practical methods for 3PL supplier selection indicates the deficiencies of this approach. In this paper, a case‐based reasoning model framework is postulated for a 3PL evaluation and selection system. This work further expands upon the theoretical basis of this system and its reasoning process by discussing the advantages and practical value of this framework.

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References

1966An Analysis Of Vendor Selection Systems And Decisions 2002Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process 1993Characteristics of Supply Chain Management and the Implications for Purchasing and Logistics Strategy 2000Using data envelopment analysis to compare suppliers for supplier selection and performance improvement 2002The impact of purchasing and supplier involvement on strategic purchasing and its impact on firm’s performance 1997An Application of the Analytic Hierarchy Process to the Supplier Selection Problem 1999Business logistics management : planning, organizing, and controlling the supply chain 2003Vendor evaluation with performance variability: A max–min approach

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2013A hybrid quality function deployment and fuzzy decision-making methodology for the optimal selection of third-party logistics service providers 2008Partner selection in virtual enterprises 2014Logistics Service Provider Selection through an Integrated Fuzzy Multicriteria Decision Making Approach 2017Selection and evaluation of third party logistics service provider (3PLSP) by using an interpretive ranking process (IRP)

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