Performance measurement and evaluation of suppliers in supply chain: an evolutionary fuzzy‐based approach

Rajkumar Ohdar (Indian Institute of Technology (IIT), Kharagpur, India)
Pradip Kumar Ray (Indian Institute of Technology (IIT), Kharagpur, India)

Journal of Manufacturing Technology Management

ISSN: 1741-038X

Publication date: 1 December 2004

Abstract

In order to ensure the uninterrupted supply of items, the purchasing manager needs to evaluate suppliers' performance periodically. The evaluation process typically consists of identifying the attributes and factors relevant to the decision, and measuring the performance of a supplier by considering the relevant factors. Linguistic assessment of suppliers may be carried out based on several criteria. In this paper, an attempt has been made to evaluate the suppliers' performance by adopting an evolutionary fuzzy system. One of the key considerations in designing the proposed system is the generation of fuzzy rules. A genetic algorithm‐based methodology is developed to evolve the optimal set of fuzzy rule base, and a fuzzy inference system of the MATLAB fuzzy logic toolbox is used to assess the suppliers' performance. The proposed methodology, illustrated with the data collected in a process plant, provides acceptable results in determining the suppliers' performance score.

Keywords

Citation

Ohdar, R. and Ray, P. (2004), "Performance measurement and evaluation of suppliers in supply chain: an evolutionary fuzzy‐based approach", Journal of Manufacturing Technology Management, Vol. 15 No. 8, pp. 723-734. https://doi.org/10.1108/17410380410565311

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Emerald Group Publishing Limited

Copyright © 2004, Emerald Group Publishing Limited

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