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HAL - CNAM
Software . 2018
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MultiDOE - sampling technics on MATLAB/OCTAVE

Authors: Laurent, Luc;

MultiDOE - sampling technics on MATLAB/OCTAVE

Abstract

MultiDOE This MATLAB/OCTAVE toolbox regroups many existing tools for generating sample points using many specific DOE techniques: Full factorial sampling Latin Hypercube Sampling Optimal Latin Hypercube sampling Improved Hypercube Sampling Random Sampling Many techniques proposed in this toolbox are based on the R software. More precisely, the library lhs is used. the IHS matlab's softwares proposed by John Burkardt. the LHS proposed by Budiman Minasny. NOTICE: sampling techniques based on the R software are only usable on a Unix OS. Features The MultiDOE toolbox are able to generate sampling sort the sample points using many techniques add points to an existing sampling (based on the LHS and IHS procedures of the R software) normalize/renormalize the sample points to be well defined in the specified design space call automatically the R software (on Unix/Linux/OSX systems only) compute scores (minimal distances, discrepancy...), see for instance the Franco's PhD thesis (2008)

Country
France
Keywords

sampling, MATLAB, design, [MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC], LHS, lhs, R software, design of experiments, matlab, sampling-methods, doe, optimization

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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