CUED Publications database

Ecosystem evolution mechanism of manufacturing service system driven by service providers

Zhang, W and Shi, Y and Yang, M and Gu, X and Tang, R and Pan, X (2017) Ecosystem evolution mechanism of manufacturing service system driven by service providers. International Journal of Production Research, 55. pp. 3542-3558. ISSN 0020-7543

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Abstract

© 2017 Informa UK Limited, trading as Taylor & Francis Group. To date, research has mainly discussed the definition and classification of producer services. Yet many companies require an integrated solution of products and producer services. The aim of this paper is to propose a model of the ecological evolution of manufacturing service systems (MSS) driven by service providers. This model adopts modular thinking to integrate dispersive producer services into an entire MSS, the process of which forms the ecological evolution of MSS. This paper applies ecological theory to build the ecological evolution mechanism of MSS. In this mechanism, the predator–prey relationship is used as a metaphor for the relationships between manufacturers and service providers in a MSS. A predator–prey model is built to simulate the ecological evolution of MSS. A predation cellular genetic algorithm is adopted to optimise this evolution. The proposed model and algorithm are demonstrated and validated by a case study of MSS in bicycle industry. This study contributes to theory by proposing and clarifying the mechanism for provision of services between businesses. The future research will focus on the application and empirical analysis of this mechanism derived from big data.

Item Type: Article
Subjects: UNSPECIFIED
Divisions: Div E > Manufacturing Systems
Depositing User: Cron Job
Date Deposited: 25 Jul 2017 03:51
Last Modified: 07 Sep 2017 01:43
DOI: