Very large fractional factorial and central composite designs
article (278.0Kb)Abstract
We present a concise representation of fractional factorials and an algorithm to quickly generate resolution V designs. The description is based on properties of a complete, orthogonal discrete-values basis set called Walsh functions. We tabulate two-level resolution V fractional factorial designs, as well as central composite designs allowing estimation of full second-order models, for experiments involving up to 120 factors. The simple algorithm provided can be used to characterize even larger designs, and a fast Walsh transform method quickly generates design matrices from our representation.
Description
The article of record as published may be located at http://dx.doi.org/10.1145/1113316.1113320
Collections
Related items
Showing items related by title, author, creator and subject.
-
Efficient nearly orthogonal and space-filling experimental designs for high-dimensional complex models
(Monterey, California. Naval Postgraduate School, 2002-09);The Department of Defense uses complex high-dimensional simulation models as an important tool in its decision-making process. To improve on the ability to efficiently explore larger subspaces of these models, this ... -
Choice of seond-order response surface designs for logistic and Poisson regression models
(Inderscience Enterprises, Ltd., 2009);Response surface methodology is widely used for process development and optimisation, product design, and as part of the modern framework for robust parameter design. For normally distributed responses, the standard ... -
On Route Aggregation
(2011-12);Route Aggregation (RA), the method to supersede a set of routes by a single, more general route, is a fundamental mechanism to the Internet scalability. Yet, despite its importance, it is poorly understood. We present the ...
