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http://hdl.handle.net/1942/21112
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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 | 2016-05-18T07:09:51Z | - |
dc.date.available | 2016-05-18T07:09:51Z | - |
dc.date.issued | 2016 | - |
dc.identifier.citation | The 30th Conference of the Belgian Operational Research Society. Louvain-la-Neuve. 28-29 January, 2016 | - |
dc.identifier.uri | http://hdl.handle.net/1942/21112 | - |
dc.description.abstract | A general methodology to evaluate heuristic performance on VRP problems is still missing. Only a small number of papers have made notion of using either design of experiment techniques or statistical tools for exploring data and testing hypotheses. Current VRP research can make a signi cant methodological progress by applying a statistical approach to obtain a more rigorous evaluation and gain a more complete insight in and understanding of the diff erent results. This research aims at developing such a methodological framework and to gain insight and understanding of how performance is a ffected by the addition of a component or by changing a parameter to another level, which combinations of parameter values and heuristic components perform well or not and how the problem characteristics in fluence this relationship with performance. | - |
dc.description.sponsorship | Nationale Bank van België | - |
dc.language.iso | en | - |
dc.subject.other | metaheuristics; statistical methodology; vehicle routing | - |
dc.title | Experimental Analysis of Metaheuristic Algorithms for the VRPTW | - |
dc.type | Conference Material | - |
local.bibliographicCitation.conferencedate | 28-29 January, 2016 | - |
local.bibliographicCitation.conferencename | The 30th Conference of the Belgian Operational Research Society | - |
local.bibliographicCitation.conferenceplace | Louvain-la-Neuve | - |
local.bibliographicCitation.jcat | C2 | - |
dc.relation.references | 1] Barr, R. S., Golden, B. L., Kelly, J. P., Resende, M. G. C., & Jr, W. R. S.(1995). Designing and reporting on computational experiments with heuristic methods. Journal of Heuristics, 1(1), pp. 9-32. [2] Coy, S. P., Golden, B. L., Runger, G. C., & Wasil, E. A. (2001). Using Experimental Design to Find E ective Parameter Settings for Heuristics. Journal of Heuristics, 7(1), 77-97. [3] Hooker, J. N. (1995). Testing heuristics : We have it all wrong. Journal of Heuristics, 1(1), 33-42. [4] Lin, B. W. & Rardin, R. L., (1979). Controlled experimental design for statistical comparison of integer programming algorithms. Management Science, 25(12), pp. 1258-1271. [5] Montgomery, D. C. (2004). Design and Analysis of Experiments (6th edition). Hoboken, NJ : Wiley. [6] Pisinger, D., & Ropke, S. (2007). A general heuristic for vehicle routing problems. Computers & Operations Research, 34(8), 2403-2435. [7] Sörensen, K., & Schittekat, P. (2013). Statistical analysis of distance-based path relinking for the capacitated vehicle routing problem. Computers & Operations Research, 40(12), 3197-3205. | - |
local.type.refereed | Non-Refereed | - |
local.type.specified | Presentation | - |
item.fulltext | With Fulltext | - |
item.fullcitation | CORSTJENS, Jeroen; CARIS, An & DEPAIRE, Benoit (2016) Experimental Analysis of Metaheuristic Algorithms for the VRPTW. In: The 30th Conference of the Belgian Operational Research Society. Louvain-la-Neuve. 28-29 January, 2016. | - |
item.contributor | CORSTJENS, Jeroen | - |
item.contributor | CARIS, An | - |
item.contributor | DEPAIRE, Benoit | - |
item.accessRights | Open Access | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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Abstract Orbel30 Jeroen Corstjens.pdf | Conference material | 72.34 kB | Adobe PDF | View/Open |
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