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http://hdl.handle.net/1942/25914
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DC Field | Value | Language |
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dc.contributor.author | CORSTJENS, Jeroen | - |
dc.contributor.author | CARIS, An | - |
dc.contributor.author | DEPAIRE, Benoit | - |
dc.date.accessioned | 2018-04-16T13:37:16Z | - |
dc.date.available | 2018-04-16T13:37:16Z | - |
dc.date.issued | 2018 | - |
dc.identifier.citation | The 32nd Conference of the Belgian Operational Research Society (ORBEL32), Liège, Belgium, 01-02/02/2018 | - |
dc.identifier.uri | http://hdl.handle.net/1942/25914 | - |
dc.description.abstract | Heuristics are most commonly evaluated using benchmark problems and comparing performance results with other methods. The aim is to be better than the competition. An investigation focused on understanding a heuristic method is rarely performed. We analyse the performance difference between two configurations of a large neighbourhood search algorithm applied on instances of the VRPTW and are able to explain the performance gap after analysing the destroy and repair process. | - |
dc.language.iso | en | - |
dc.subject.other | metaheuristics; statistical analysis; vehicle routing; large neighbourhood search | - |
dc.title | An analysis on the destroy and repair process in large neighbourhood search applied on the vehicle routing problem with time windows | - |
dc.type | Conference Material | - |
local.bibliographicCitation.conferencedate | 01-02/02/2018 | - |
local.bibliographicCitation.conferencename | The 32nd Conference of the Belgian Operational Research Society (ORBEL32) | - |
local.bibliographicCitation.conferenceplace | Liège, Belgium | - |
local.bibliographicCitation.jcat | C2 | - |
dc.relation.references | Corstjens, J., Depaire, B., Caris, A., & Sörensen, K. (2016). Analysing metaheuristic algorithms for the vehicle routing problem with time windows. In Verolog 2016 proceedings, 89. Fawcett, C., & Hoos, H. (2015). Analysing differences between algorithm configurations through ablation. Journal of Heuristics, 22(4), 431-458. Hutter, F., Hoos, H., & Leyton-Brown, K. (2015). Identifying key algorithm parameters and instance features using forward selection. Lecture Notes in Computer Science, 7997, 364-381. Hutter, F., Hoos, H., & Leyton-Brown, K. (2015). An efficient approach for assessing hyperparameter importance. International Conference on Machine Learning, 754-762. Rardin, R. L., & Uzsoy, R. (2001). Experimental evaluation of heuristic optimization algorithms: A tutorial. Journal of Heuristics, 7(3), 261-304. | - |
local.type.refereed | Non-Refereed | - |
local.type.specified | Paper | - |
item.fulltext | With Fulltext | - |
item.contributor | CORSTJENS, Jeroen | - |
item.contributor | CARIS, An | - |
item.contributor | DEPAIRE, Benoit | - |
item.accessRights | Open Access | - |
item.fullcitation | CORSTJENS, Jeroen; CARIS, An & DEPAIRE, Benoit (2018) An analysis on the destroy and repair process in large neighbourhood search applied on the vehicle routing problem with time windows. In: The 32nd Conference of the Belgian Operational Research Society (ORBEL32), Liège, Belgium, 01-02/02/2018. | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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Abstract Orbel 32.pdf | Conference material | 58.04 kB | Adobe PDF | View/Open |
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