Ch. 4. Uniform experimental designs and their applications in industry

KT Fang, DKJ Lin - Handbook of statistics, 2003 - Elsevier
The uniform experimental design is one kind of space filling designs that can be used for
computer experiments and also for industrial experiments when the underlying model is …

[图书][B] Statistische versuchsplanung

K Siebertz, T Hochkirchen, D van Bebber - 2010 - Springer
Nur wenige Methoden haben eine so langfristige Bedeutung für das Arbeitsleben eines
Ingenieurs wie die statistische Versuchsplanung. CAD-Programme ändern sich schnell, so …

[图书][B] Design and modeling for computer experiments

KT Fang, R Li, A Sudjianto - 2005 - taylorfrancis.com
Computer simulations based on mathematical models have become ubiquitous across the
engineering disciplines and throughout the physical sciences. Successful use of a …

Uniform design: theory and application

KT Fang, DKJ Lin, P Winker, Y Zhang - Technometrics, 2000 - Taylor & Francis
A uniform design (UD) seeks design points that are uniformly scattered on the domain. It has
been popular since 1980. A survey of UD is given in the first portion: The fundamental idea …

Uniform design and its applications in chemistry and chemical engineering

Y Liang, K Fang, Q Xu - Chemometrics and intelligent laboratory systems, 2001 - Elsevier
Experimental designs are very important in chemometrics, since chemistry, until now, is still
essentially a field of science strongly dependent on chemical experiments. So, for a long …

Centered 𝐿₂-discrepancy of random sampling and Latin hypercube design, and construction of uniform designs

KT Fang, CX Ma, P Winker - Mathematics of Computation, 2002 - ams.org
In this paper properties and construction of designs under a centered version of the $ L_2 $-
discrepancy are analyzed. The theoretic expectation and variance of this discrepancy are …

Good random number generators are (not so) easy to find

P Hellekalek - Mathematics and Computers in Simulation, 1998 - Elsevier
Every random number generator has its advantages and deficiencies. There are no “safe”
generators. The practitioner's problem is how to decide which random number generator will …

A review of heuristic optimization methods in econometrics

M Gilli, P Winker - Swiss Finance Institute Research Paper, 2008 - papers.ssrn.com
Estimation and modelling problems as they arise in many fields often turn out to be
intractable by standard numerical methods. One way to deal with such a situation consists in …

Multiobjective programming using uniform design and genetic algorithm

YW Leung, Y Wang - IEEE Transactions on Systems, Man, and …, 2000 - ieeexplore.ieee.org
The notion of Pareto-optimality is one of the major approaches to multiobjective
programming. While it is desirable to find more Pareto-optimal solutions, it is also desirable …

[HTML][HTML] Lower bounds for centered and wrap-around L2-discrepancies and construction of uniform designs by threshold accepting

KT Fang, X Lu, P Winker - Journal of Complexity, 2003 - Elsevier
We study the uniformity of two-and three-level U-type designs based on the centered and
wrap-around L2-discrepancies. By analyzing the known formulae, we find it possible to …