Please use this identifier to cite or link to this item:
http://hdl.handle.net/1822/68631| Title: | Single screw extrusion optimization using the tchebycheff scalarization method |
| Author(s): | Rocha, Ana Maria A. C. Matos, Marina A. Costa, M. Fernanda P. Gaspar-Cunha, A. Fernandes, Edite Manuela da G. P. |
| Keywords: | Multi-objective optimization Simulated annealing Single screw extrusion Tchebycheff scalarization |
| Issue date: | 2020 |
| Publisher: | Springer |
| Journal: | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Abstract(s): | The optimal design of a single screw extrusion (SSE) is a very difficult task since it deals with several conflicting performance indices. Past research to find the optimal SSE design has been successfully conducted by optimization procedures, in particular by multi-objective optimization. Problems with two or more objectives have been addressed by multi-objective evolutionary algorithms that search for the whole set of promising solutions in a single run. Our approach has been guided by the bi-objective optimization problems, using a methodology based on the weighted Tchebycheff scalarization function. The numerical results show that the proposed methodology is able to produce satisfactory results with physical meaning. |
| Type: | Conference paper |
| URI: | http://hdl.handle.net/1822/68631 |
| ISBN: | 9783030588076 |
| DOI: | 10.1007/978-3-030-58808-3_48 |
| ISSN: | 0302-9743 |
| Publisher version: | https://link.springer.com/chapter/10.1007%2F978-3-030-58808-3_48 |
| Peer-Reviewed: | yes |
| Access: | Open access |
| Appears in Collections: | IPC - Textos completos em actas de encontros científicos internacionais com arbitragem |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| SSE_TSM_ICCSA 2020revised.pdf | 394 kB | Adobe PDF | View/Open |
