Modelling the emergence of modularity and its limits, Markov decision process and agent based modelling approach

I. Bouamama; T. Shibata

doi:10.1109/IEEM.2017.8290138

Modelling the emergence of modularity and its limits, Markov decision process and agent based modelling approach

I. Bouamama, T. Shibata

EEF - Economics and Management

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

With increasingly competitive markets and technological advances driving the world towards a 'converging commonality', adopting 'modularity' seems to be more and more appealing for companies and businesses wishing to adapt to various market conditions and to benefit from decentralized innovations. However, the decision to adopt a modular product architecture often comes with a need to carefully analyze the implications of such a decision on the firm's performance, considering the current market state and the future technological shifts. This paper will propose a way to meet this need by constructing mathematical definitions to model the factors influencing the performance of firms before and after adopting modularity.

Original language	English
Title of host publication	2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017
Publisher	IEEE Computer Society
Pages	1475-1479
Number of pages	5
ISBN (Electronic)	9781538609484
DOIs	https://doi.org/10.1109/IEEM.2017.8290138
Publication status	Published - 2018 Feb 9
Event	2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017 - Singapore, Singapore Duration: 2017 Dec 10 → 2017 Dec 13

Publication series

Name	IEEE International Conference on Industrial Engineering and Engineering Management
Volume	2017-December
ISSN (Print)	2157-3611
ISSN (Electronic)	2157-362X

Other

Other	2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017
Country/Territory	Singapore
City	Singapore
Period	17/12/10 → 17/12/13

Keywords

Agent Based Model
Markov Decision Process
Modularity
Product architecture
Trap

ASJC Scopus subject areas

Business, Management and Accounting (miscellaneous)
Industrial and Manufacturing Engineering
Safety, Risk, Reliability and Quality

Access to Document

10.1109/IEEM.2017.8290138

Cite this

Bouamama, I., & Shibata, T. (2018). Modelling the emergence of modularity and its limits, Markov decision process and agent based modelling approach. In 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017 (pp. 1475-1479). (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2017-December). IEEE Computer Society. https://doi.org/10.1109/IEEM.2017.8290138

Modelling the emergence of modularity and its limits, Markov decision process and agent based modelling approach. / Bouamama, I.; Shibata, T.

2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017. IEEE Computer Society, 2018. p. 1475-1479 (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Bouamama, I & Shibata, T 2018, Modelling the emergence of modularity and its limits, Markov decision process and agent based modelling approach. in 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017. IEEE International Conference on Industrial Engineering and Engineering Management, vol. 2017-December, IEEE Computer Society, pp. 1475-1479, 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017, Singapore, Singapore, 17/12/10. https://doi.org/10.1109/IEEM.2017.8290138

Bouamama I, Shibata T. Modelling the emergence of modularity and its limits, Markov decision process and agent based modelling approach. In 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017. IEEE Computer Society. 2018. p. 1475-1479. (IEEE International Conference on Industrial Engineering and Engineering Management). doi: 10.1109/IEEM.2017.8290138

Bouamama, I. ; Shibata, T. / Modelling the emergence of modularity and its limits, Markov decision process and agent based modelling approach. 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017. IEEE Computer Society, 2018. pp. 1475-1479 (IEEE International Conference on Industrial Engineering and Engineering Management).

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Modelling the emergence of modularity and its limits, Markov decision process and agent based modelling approach

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Keywords

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