What's the buzz about moving from Lean to Agile integrated supply chains? A fuzzy intelligent-agents based approach

Vipul Jain 1 Lyes Benyoucef 1 S. G. Deshmukh
1 COSTEAM - Optimal and secure management of manufacturing systems
Inria Nancy - Grand Est, UPVM - Université Paul Verlaine - Metz
Abstract : The ability to build lean and agile supply chains has not developed as rapidly as anticipated, because the development of technology to manage such concepts of lean/agile for integrated supply chains is still under way. Also, due to ill-defined and vague indicators, which exist within leanness/agility assessment, many measures are described subjectively by linguistic terms, which are characterized by vagueness and multi-possibility, and the conventional assessment approaches cannot suitably or effectively handle such dynamic situations. In this paper, we propose a novel approach to model agility (which includes leanness) and introduce dynamic agility level index (DALi) through fuzzy intelligent agents. Generally, it is difficult to emulate human decision making if the recommendations of the agents are provided as crisp, numerical values. The multiple intelligent agents used in this study communicate their recommendation as fuzzy numbers to accommodate ambiguity in the opinion and the data used for modelling agility attributes for integrated supply chains. Moreover, when agents operate based on different criteria pertaining to agility like flexibility, profitability, quality, innovativeness, pro-activity, speed of response, cost, robustness, etc., for integrated supply chains, the ranking and aggregation of these fuzzy opinions to arrive at a consensus is complex. The proposed fuzzy intelligent agents approach provides a unique and unprecedented attempt to determine consensus in these fuzzy opinions and effectively model dynamic agility. The efficacy of the proposed approach is demonstrated with the help of an illustrative example.
Type de document :
Article dans une revue
International Journal of Production Research, Taylor & Francis, 2008, 46 (23), pp.6649-6677. 〈10.1080/00207540802230462〉
Liste complète des métadonnées

https://hal.inria.fr/inria-00598774
Contributeur : Ist Inria Nancy Grand Est <>
Soumis le : mardi 7 juin 2011 - 15:25:22
Dernière modification le : jeudi 16 mars 2017 - 01:06:18

Identifiants

Collections

Citation

Vipul Jain, Lyes Benyoucef, S. G. Deshmukh. What's the buzz about moving from Lean to Agile integrated supply chains? A fuzzy intelligent-agents based approach. International Journal of Production Research, Taylor & Francis, 2008, 46 (23), pp.6649-6677. 〈10.1080/00207540802230462〉. 〈inria-00598774〉

Partager

Métriques

Consultations de la notice

104