Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust Supply Chain
The main objective of this research is to develop an optimization model for a novel network data envelopment analysis and machine learning algorithms. And to utilize the models as tools and metrics for evaluating and predicting supply chain performance.
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| Format: | Thesis |
| Language: | English |
| Published: |
2022
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| Online Access: | http://eprints.usm.my/59745/ http://eprints.usm.my/59745/1/Pages%20from%20SURIYAN%20JOMTHANACHAI%20-%20TESIS.pdf |
| _version_ | 1848884253063905280 |
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| author | Jomthanachai, Suriyan |
| author_facet | Jomthanachai, Suriyan |
| author_sort | Jomthanachai, Suriyan |
| building | USM Institutional Repository |
| collection | Online Access |
| description | The main objective of this research is to develop an optimization model for a novel network data envelopment analysis and machine learning algorithms. And to
utilize the models as tools and metrics for evaluating and predicting supply chain performance. |
| first_indexed | 2025-11-15T19:03:46Z |
| format | Thesis |
| id | usm-59745 |
| institution | Universiti Sains Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T19:03:46Z |
| publishDate | 2022 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | usm-597452024-01-19T03:23:16Z http://eprints.usm.my/59745/ Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust Supply Chain Jomthanachai, Suriyan HD28-70 Management. Industrial Management The main objective of this research is to develop an optimization model for a novel network data envelopment analysis and machine learning algorithms. And to utilize the models as tools and metrics for evaluating and predicting supply chain performance. 2022-09 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/59745/1/Pages%20from%20SURIYAN%20JOMTHANACHAI%20-%20TESIS.pdf Jomthanachai, Suriyan (2022) Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust Supply Chain. PhD thesis, Universiti Sains Malaysia. |
| spellingShingle | HD28-70 Management. Industrial Management Jomthanachai, Suriyan Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust Supply Chain |
| title | Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust
Supply Chain |
| title_full | Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust
Supply Chain |
| title_fullStr | Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust
Supply Chain |
| title_full_unstemmed | Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust
Supply Chain |
| title_short | Development Of Performance Evaluation And Prediction Models In Logistics Service And Supply Networks Towards A Sustainable And Robust
Supply Chain |
| title_sort | development of performance evaluation and prediction models in logistics service and supply networks towards a sustainable and robust
supply chain |
| topic | HD28-70 Management. Industrial Management |
| url | http://eprints.usm.my/59745/ http://eprints.usm.my/59745/1/Pages%20from%20SURIYAN%20JOMTHANACHAI%20-%20TESIS.pdf |