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Optimal computing budget allocation for small computing budgets
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LaPorte, G. Jake, Branke, Jürgen and Chen, Chun-Hung (2012) Optimal computing budget allocation for small computing budgets. In: 2012 Winter Simulation Conference, WSC 2012, Berlin, Germany, 9-12 Dec 2012. Published in: Proceedings of the 2012 Winter Simulation Conference (WSC) pp. 1-13. doi:10.1109/WSC.2012.6465085
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Official URL: http://dx.doi.org/10.1109/WSC.2012.6465085
Abstract
In this paper, we develop an optimal computing budget allocation (OCBA) algorithm for selecting a subset of designs under the restriction of an extremely small computing budget. Such an algorithm is useful in population based Evolutionary Algorithms (EA) and other applications that seek an elite subset of designs.
| Item Type: | Conference Item (Paper) | ||||
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| Divisions: | Faculty of Social Sciences > Warwick Business School > Operational Research & Management Sciences Faculty of Social Sciences > Warwick Business School |
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| Journal or Publication Title: | Proceedings of the 2012 Winter Simulation Conference (WSC) | ||||
| Publisher: | IEEE | ||||
| Book Title: | Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC) | ||||
| Official Date: | 2012 | ||||
| Dates: |
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| Page Range: | pp. 1-13 | ||||
| DOI: | 10.1109/WSC.2012.6465085 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | 2012 Winter Simulation Conference, WSC 2012 | ||||
| Type of Event: | Conference | ||||
| Location of Event: | Berlin, Germany | ||||
| Date(s) of Event: | 9-12 Dec 2012 |
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