Real-world parameter tuning using factorial design with parameter decomposition
In this paper, we explore the idea of improving the efficiency of factorial design for parameter tuning of metaheuristics. In a standard full factorial design, the number of runs increases exponentially as the number of parameters. To reduce the parameter search space, one option is to first partiti...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2011
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/1612 https://ink.library.smu.edu.sg/context/sis_research/article/2611/viewcontent/RealWorldParameterTuning_2013_AdvMetaheuristics.pdf |
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| Institution: | Singapore Management University |
| Language: | English |