Title | ||
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Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation |
Abstract | ||
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The choice of design representations, as of search operators, is central to the performance of evolutionary optimization algorithms, in particular, for multitask problems. The multitask approach pushes further the parallelization aspect of these algorithms by solving simultaneously multiple optimization tasks using a single population. During the search, the operators implicitly transfer knowledge... |
Year | DOI | Venue |
---|---|---|
2022 | 10.1109/TEVC.2021.3086308 | IEEE Transactions on Evolutionary Computation |
Keywords | DocType | Volume |
Task analysis,Optimization,Three-dimensional displays,Shape,Statistics,Sociology,Knowledge transfer | Journal | 26 |
Issue | ISSN | Citations |
2 | 1089-778X | 0 |
PageRank | References | Authors |
0.34 | 23 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Thiago Rios | 1 | 1 | 1.03 |
Bas van Stein | 2 | 17 | 8.47 |
Carola Doerr | 3 | 259 | 34.91 |
Bernhard Sendhoff | 4 | 2272 | 240.31 |
Stefan Menzel | 5 | 67 | 16.25 |