Creating sustainability through robust optimization of supply chain downsizing

J. Ashayeri, N. Ma, R. Sotirov

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

Research on supply chain network design has mainly pursued efficiency oriented objectives for boosting service level and profit. However, the priority of an enterprise facing bankruptcy pressure shifts to fulfill debt obligation with limited financial resources and survive downsizing. In this paper, we define a supply chain downsizing problem (SCDP) under bankruptcy as streamlining a supply chain network in order to balance a business survival and its long term profitability. We formulate a mixed integer programming (MIP) model with specific downsizing features, which maximizes the utilization of investment resources through a combined operation of demand selection and production assets reallocation. The corresponding robust counterparts of the MIP model are further developed based on robust optimization techniques for dealing with uncertainties of demands and exchange rates. We analyze and validate the proposed downsizing MIP model with a series of systematically generated test cases while its robust counterparts are studied extensively using a large generated case. The findings demonstrate the value of our approach in discovering detailed downsizing plans in magnitude and direction and provide valuable insight into how financial debt payback could be arranged, and in a unique way show managers how the reconfigured downsized network would mitigate and lead to a sustainable and higher economic value supply chain.
Original languageEnglish
Title of host publicationProceedings of the International Conference on Value Chain Sustainability (ICOVACS 2010)
EditorsC.A. Romano
Place of PublicationValencia
PublisherPolitical University of Valencia
Pages159-165
ISBN (Print)9788415080015
Publication statusPublished - 2010

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Robust optimization
Downsizing
Sustainability
Supply chain
Mixed integer programming
Debt
Bankruptcy
Supply chain network
Uncertainty
Resources
Optimization techniques
Managers
Business survival
Obligation
Profitability
Assets
An enterprise
Network design
Reallocation
Profit

Cite this

Ashayeri, J., Ma, N., & Sotirov, R. (2010). Creating sustainability through robust optimization of supply chain downsizing. In C. A. Romano (Ed.), Proceedings of the International Conference on Value Chain Sustainability (ICOVACS 2010) (pp. 159-165). Valencia: Political University of Valencia.
Ashayeri, J. ; Ma, N. ; Sotirov, R. / Creating sustainability through robust optimization of supply chain downsizing. Proceedings of the International Conference on Value Chain Sustainability (ICOVACS 2010). editor / C.A. Romano. Valencia : Political University of Valencia, 2010. pp. 159-165
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Ashayeri, J, Ma, N & Sotirov, R 2010, Creating sustainability through robust optimization of supply chain downsizing. in CA Romano (ed.), Proceedings of the International Conference on Value Chain Sustainability (ICOVACS 2010). Political University of Valencia, Valencia, pp. 159-165.

Creating sustainability through robust optimization of supply chain downsizing. / Ashayeri, J.; Ma, N.; Sotirov, R.

Proceedings of the International Conference on Value Chain Sustainability (ICOVACS 2010). ed. / C.A. Romano. Valencia : Political University of Valencia, 2010. p. 159-165.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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Ashayeri J, Ma N, Sotirov R. Creating sustainability through robust optimization of supply chain downsizing. In Romano CA, editor, Proceedings of the International Conference on Value Chain Sustainability (ICOVACS 2010). Valencia: Political University of Valencia. 2010. p. 159-165