Journal ArticleDOI
Minimum Aberration 2 k–p Designs
Arthur Fries,William G. Hunter +1 more
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TLDR
In this article, the concept of aberration is proposed as a way of selecting the best designs from those with maximum resolution, and algorithms are presented for constructing these minimum aberration designs.Abstract:
For studying k variables in N runs, all 2 k–p designs of maximum resolution are not equally good. In this paper the concept of aberration is proposed as a way of selecting the best designs from those with maximum resolution. Algorithms are presented for constructing these minimum aberration designs.read more
Citations
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Using Linear Stochastic Bandits to extend traditional offline Designed Experiments to online settings
TL;DR: This paper analyzes two linear bandit algorithms and compares them to three different baselines and indicates that, across different environments, substantial long-term improvements can be made by following designed experiments with linear bandits, with minimal short term costs.
Efficient high-precision dense matrix algebra on parallel architectures for nonlinear discrete optimization
TL;DR: This work provides a proof point for the idea that matrix-based algorithms for discrete optimization problems can be easily and efficiently implemented on massively-parallel architectures by exploiting scalable and efficient parallel implementations of algorithms for ultra high-precision dense linear algebra.
Journal ArticleDOI
Generalized Wordtype Pattern for Nonregular Factorial Designs with Multiple Groups of Factors
Mingyao Ai,Shuyuan He +1 more
TL;DR: In this article, the generalized word type pattern of a non-regular fractional factorial design was introduced and its connection with the distance distribution was considered. And the corresponding relationship between a fractional factororial design and a code was developed.
Journal ArticleDOI
Deciphering All Those Minimum Aberration Criteria for Experimental Designs
TL;DR: In this article, the concept of minimum aberration was proposed for regular two-level fractional factorial designs, and there have been attempts to extend the criterion to wider applications.
Journal ArticleDOI
On regular-fractional factorial experiments in row–column designs
Ching-Shui Cheng,Rahul Mukerjee +1 more
TL;DR: In this article, the problem of constructing optimal regular fractional factorial designs in the row-column setting with respect to the criterion of maximum estimation capacity is considered, and some general construction results are obtained by using a finite projective geometric approach.
References
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Book
Applications of Statistics to Industrial Experimentation
TL;DR: In conclusion, the size of Industrial Experiments, Fractional Replication--Elementary, and Incomplete Factorials are found to be about the same as that of conventional comparison experiments.
Journal ArticleDOI
Applications in Statistics to Industrial Experimentation.
F. N. David,C. Daniel +1 more
TL;DR: Incomplete Factorials, Fractional Replication, Intermediate Factorial, and Nested Designs as discussed by the authors are some of the examples of incomplete Factorial Experiments and incomplete fractional replicates.