We give an expository review of applications of computational algebraic statistics to design and analysis of fractional factorial experiments based on our recent works.
Adams W. W. +19 more
core +2 more sources
A demonstration of the utility of fractional experimental design for finding optimal genetic algorithm parameter settings [PDF]
This paper demonstrates that the use of sparse experimental design in the development of the structure for genetic algorithms, and hence other computer programs, is a particularly effective and efficient strategy.
Stewardson, D J, Whitfield, R I
core +1 more source
Indicator function and complex coding for mixed fractional factorial designs
In a general fractional factorial design, the $n$-levels of a factor are coded by the $n$-th roots of the unity. This device allows a full generalization to mixed-level designs of the theory of the polynomial indicator function which has already been ...
Pistone, Giovanni, Rogantin, Maria Piera
core +3 more sources
Minimal average degree aberration and the state polytope for experimental designs [PDF]
For a particular experimental design, there is interest in finding which polynomial models can be identified in the usual regression set up. The algebraic methods based on Groebner bases provide a systematic way of doing this.
Berstein, Yael +4 more
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PREPARATION OF TiO2/PERLITE COMPOSITES BY USING 23-1 FRACTIONAL FACTORIAL DESIGN
Successive impregnation and calcination process was performed in order to produce TiO2/perlite composites. 23-1 fractional factorial design was first applied to optimize the production conditions of TiO2/perlite photocatalysts.
Dilek Duranoğlu
doaj +1 more source
This work presents the use of a fractional two-level factorial design to determine the influence of different factors involved in the development of the square-wave anodic stripping voltammetry method.
Matjaž Finšgar, Barbara Rajh
doaj +1 more source
Modelling multi-tier enterprise applications behaviour with design of experiments technique [PDF]
Queueing network models are commonly used for performance modelling. However, through application development stage analytical models might not be able to continuously reflect performance, for example due to performance bugs or minor changes in the ...
Jamshidi, P, Ustinova, T
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Efficiency Improvements of Antenna Optimization Using Orthogonal Fractional Experiments
This paper presents an extremely efficient method for antenna design and optimization. Traditionally, antenna optimization relies on nature-inspired heuristic algorithms, which are time-consuming due to their blind-search nature.
Yen-Sheng Chen, Ting-Yu Ku
doaj +1 more source
Optimization of a UV-Visible Spectrophotometer Response Using a Fractional Factorial Design
Three operation parameters of a UV-visible spectrophotometer (scan speed, monochromator slit width, and sampling interval) were optimized utilizing a fractional factorial design.
Robert A. Cazar
doaj +1 more source
Optimized polymer flooding projects via combination of experimental design and reservoir simulation
The conventional approach for an EOR process is to compare the reservoir properties with those of successful worldwide projects. However, some proper cases may be neglected due to the lack of reliable data.
Ali Bengar +3 more
doaj +1 more source

