2014
DOI: 10.1016/j.csda.2013.03.015
|View full text |Cite
|
Sign up to set email alerts
|

A coordinate-exchange two-phase local search algorithm for the D- and I-optimal designs of split-plot experiments

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
3
1
1

Citation Types

0
27
0

Year Published

2015
2015
2024
2024

Publication Types

Select...
7
1

Relationship

2
6

Authors

Journals

citations
Cited by 24 publications
(27 citation statements)
references
References 21 publications
0
27
0
Order By: Relevance
“…This experimental methodology, designed to minimize the integrated prediction variance using the IV-Optimal algorithm (Jones and Goos, 2012;Sambo et al, 2014), was efficient even when compared to other types of RSM design (Myers et al, 2009). The IV-Optimal design allowed the detection of slight changes in intensities of response that could not be observed through other experimental methodologies.…”
Section: Discussionmentioning
confidence: 99%
“…This experimental methodology, designed to minimize the integrated prediction variance using the IV-Optimal algorithm (Jones and Goos, 2012;Sambo et al, 2014), was efficient even when compared to other types of RSM design (Myers et al, 2009). The IV-Optimal design allowed the detection of slight changes in intensities of response that could not be observed through other experimental methodologies.…”
Section: Discussionmentioning
confidence: 99%
“…One can see that the success rates for points 1 and 3-5 with 5000 different weight pairs are about the same as with 500 or even 100 different weight pairs. Furthermore, even though CE-TPLS was marked as a computationally efficient algorithm because it converts a multi-objective optimization problem into a single-objective one (Sambo et al 2014), it turns out to be computationally inefficient compared to the exchange-based algorithms. The reason, as will be shown in Section 4.3 is due to this heuristic requires more number of evaluations and comparisons during the searching process.…”
Section: Two-criteria Examplementioning
confidence: 99%
“…Sambo et al (2014) developed a coordinate-exchange two-phase local search algorithm (CE-TPLS) by combining the coordinate exchange operator and the traditional weighted-sum design approach. In the first phase, this algorithm generates designs which are optimal with respect to each single criterion.…”
Section: Introductionmentioning
confidence: 99%
“…In that paper, the Pareto front approach for simultaneously considering multiple responses is adapted to design of experiments. In Sambo et al (2014), the Pareto approach is applied to the construction of split-plot designs: the newly introduced Coordinate Exchange -Two Phase Local Search (CE-TPLS) algorithm extends the Goos (2007, 2012) coordinate-exchange (CE) algorithm with a twophase local search approach (Paquete and Stützle, 2007). The output of the CE-TPLS algorithm is a set of nondominated designs, i.e.…”
Section: Introductionmentioning
confidence: 99%