Baryannis, George and Dani, Samir and Validi, Sahar and Antoniou, Grigoris (2019) Decision Support Systems and Artificial Intelligence in Supply Chain Risk Management. In: Springer Series in Supply Chain Management. Springer Series in Supply Chain Management, 7 . Springer International Publishing, Cham, pp. 53-71. ISBN 9783030038120. Official URL: https://doi.org/10.1007/978-3-030-03813-7_4
Baryannis, George and Dani, Samir and Validi, Sahar and Antoniou, Grigoris (2019) Decision Support Systems and Artificial Intelligence in Supply Chain Risk Management. In: Springer Series in Supply Chain Management. Springer Series in Supply Chain Management, 7 . Springer International Publishing, Cham, pp. 53-71. ISBN 9783030038120. Official URL: https://doi.org/10.1007/978-3-030-03813-7_4
Baryannis, George and Dani, Samir and Validi, Sahar and Antoniou, Grigoris (2019) Decision Support Systems and Artificial Intelligence in Supply Chain Risk Management. In: Springer Series in Supply Chain Management. Springer Series in Supply Chain Management, 7 . Springer International Publishing, Cham, pp. 53-71. ISBN 9783030038120. Official URL: https://doi.org/10.1007/978-3-030-03813-7_4
Abstract
This chapter considers the importance of decision support systems for supply chain risk management (SCRM). The first part provides an overview of the different operations research techniques and methodologies for decision making for managing risks, focusing on multiple-criteria decision analysis methods and mathematical programming. The second part is devoted to artificial intelligence (AI) techniques which have been applied in the SCRM domain to analyse data and make decisions regarding possible risks. These include Petri nets, multi-agent systems, automated reasoning and machine learning. The chapter concludes with a discussion of potential ways in which future decision support systems for SCRM can benefit from recent advances in AI research.
| Item Type: | Book Section |
|---|---|
| Divisions: | Faculty of Social Sciences Faculty of Social Sciences > Essex Business School |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 30 Jul 2024 13:42 |
| Last Modified: | 30 Jul 2024 13:42 |
| URI: | http://repository.essex.ac.uk/id/eprint/38754 |
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Filename: Decision_Support_Systems_and_AI_in_Supply_Chain_Risk_Management.pdf