Constructing two-level -optimal screening designs using mixed-integer programming and heuristic algorithms

AR Vazquez, WK Wong, P Goos - Statistics and Computing, 2023 - Springer
Two-level screening designs are widely applied in manufacturing industry to identify
influential factors of a system. These designs have each factor at two levels and are …

Open problems and issues in optimal design

WA Jensen - Quality Engineering, 2018 - Taylor & Francis
In recent years, there has been an increasing emphasis in the design of experiments
literature on optimal design. Many authors have recommended that optimal design of …

D- and A-Optimal Screening Designs

J Stallrich, K Allen-Moyer, B Jones - Technometrics, 2023 - Taylor & Francis
In practice, optimal screening designs for arbitrary run sizes are traditionally generated
using the D-criterion with factor settings fixed at±1, even when considering continuous …

A graphical comparison of screening designs using support recovery probabilities

K Young, ML Weese, JW Stallrich… - Journal of Quality …, 2024 - Taylor & Francis
A screening experiment attempts to identify a subset of important effects using a relatively
small number of experimental runs. Given the limited run size and a large number of …

Regression models for order‐of‐addition experiments

HP Piepho, ER Williams - Biometrical Journal, 2021 - Wiley Online Library
The purpose of order‐of‐addition (OofA) experiments is to identify the best order in a
sequence of m components in a system. Such experiments may be analyzed by various …

Selecting an orthogonal or nonorthogonal two-level design for screening

RW Mee, ED Schoen, DJ Edwards - Technometrics, 2017 - Taylor & Francis
This article presents a comparison of criteria used to characterize two-level designs for
screening purposes. To articulate the relationships among criteria, we focus on 7-factor …

Damage detection using Derringer's function based weighted model updating method

S Sehgal, H Kumar - Structural Health Monitoring, Volume 5: Proceedings …, 2014 - Springer
Aim of this research paper is to present the application of Derringer's function based
weighted model updating method for damage detection in a cantilever beam structure …

Constructing two-level designs by concatenation of strength-3 orthogonal arrays

AR Vazquez, P Goos, ED Schoen - Technometrics, 2019 - Taylor & Francis
Two-level orthogonal arrays of N runs, k factors, and a strength of 3 provide suitable
fractional factorial designs in situations where many of the main effects are expected to be …

Approximate model spaces for model-robust experiment design

BJ Smucker, NM Drew - Technometrics, 2015 - Taylor & Francis
Optimal designs depend upon a prespecified model form. A popular and effective model-
robust alternative is to design with respect to a set of models instead of just one. However …

[PDF][PDF] Structural dynamic finite element model updating using Derringer's function: a novel technique

S Sehgal, H Kumar - WSEAS Transactions on Applied and Theoretical …, 2014 - wseas.com
Aim of this research paper is to develop a new structural dynamic finite element model
updating (FEMU) technique using Derringer's desirability function. Proposed FEMU …