Creating a novel region finding approach to provide good solutions to mixed-integer problems
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Description
This project is an exploration of using a novel approach to solve a common optimisation problem called a MILP. The approach is novel as instead of optimising to find a solution, it optimises a region that is guaranteed to contain a solution. This novel approach was taken because current exact solving methods can struggle with large problems, while approximate solving techniques can require extensive setup and tuning.
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| ID Code: | 238538 |
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| Item Type: | QUT Thesis (Master of Philosophy) |
| Supervisor: | Burdett, Robert & Tian, Yu-Chu |
| Keywords: | Guaranteed Integer Region, Mixed Integer Programming, Region Method, Reorientation Model, Quadratic Non Convex |
| DOI: | 10.5204/thesis.eprints.238538 |
| Pure ID: | 126870710 |
| Divisions: | Current > QUT Faculties and Divisions > Faculty of Science Current > Schools > School of Mathematical Sciences |
| Institution: | Queensland University of Technology |
| Deposited On: | 10 Mar 2023 04:07 |
| Last Modified: | 10 Mar 2023 04:07 |
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