Determining supply chain flexibility using statistics and neural networks: a comparative study
| dc.contributor.author | Jeeva, Ananda | |
| dc.contributor.author | Guo, W. | |
| dc.contributor.editor | Yang Xiang | |
| dc.contributor.editor | Javier Lopez | |
| dc.contributor.editor | Haining Wang | |
| dc.date.accessioned | 2017-01-30T11:14:23Z | |
| dc.date.available | 2017-01-30T11:14:23Z | |
| dc.date.created | 2010-03-23T20:02:49Z | |
| dc.date.issued | 2009 | |
| dc.identifier.citation | Jeeva, Ananda and Guo, William. 2009. Determining supply chain flexibility using statistics and neural networks: a comparative study, in Yang Xiang, Javier Lopez and Haining Wang (ed), International Conference on Network and System Security, Oct 19 2009, pp. 506-509. Gold Coast, Queensland, Australia: Conference Publishing Services. | |
| dc.identifier.uri | http://hdl.handle.net/20.500.11937/9696 | |
| dc.identifier.doi | 10.1109/NSS.2009.87 | |
| dc.description.abstract |
The purpose of this paper is to examine the application of neural networks as a flexibility andperformance measure in supplier-manufacturer activities. The dimensions of information exchange,supplier integration, product delivery, logistics, and organisational structure are used as determinantsfactors affecting this supply chain flexibility. The data set was collected from more than 200 Australianmanufacturing firms evaluating their suppliers. Our study shows that neural networks can accuratelydetermine a supplier's flexibility with an error within 1%, which is more accurate than the conventional multivariate regression can. | |
| dc.publisher | Conference Publishing Services | |
| dc.subject | neural network | |
| dc.subject | supply chain | |
| dc.subject | multivariate regression | |
| dc.subject | flexibility | |
| dc.title | Determining supply chain flexibility using statistics and neural networks: a comparative study | |
| dc.type | Conference Paper | |
| dcterms.source.startPage | 506 | |
| dcterms.source.endPage | 509 | |
| dcterms.source.title | Proceedings of the network and system security 2009 | |
| dcterms.source.series | Proceedings of the network and system security 2009 | |
| dcterms.source.isbn | 9780769538389 | |
| dcterms.source.conference | Network and system security 2009 | |
| dcterms.source.conference-start-date | Oct 19 2009 | |
| dcterms.source.conferencelocation | Gold Coast, Queensland, Australia | |
| dcterms.source.place | Los Alamitos, California USA | |
| curtin.note |
Copyright © 2009 IEEE This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. | |
| curtin.accessStatus | Open access | |
| curtin.faculty | Curtin Business School | |
| curtin.faculty | School of Information Systems |