Feedback-control operators for improved Pareto-set description : application to a polymer extrusion process.

This paper presents a new class of operators for multiobjective evolutionary algorithms that are inspired on feedback-control techniques. The proposed operators, the archive-set reduction and the surface-filling crossover, have the purpose of enhancing the quality of the description of the Pareto-se...

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Bibliographic Details
Main Author: Carrano, Eduardo Gontijo (author)
Other Authors: Coelho, Dayanne Gouveia (author), Cunha, António Gaspar (author), Wanner, Elizabeth Fialho (author), Takahashi, Ricardo Hiroshi Caldeira (author)
Format: article
Language:eng
Published: 2016
Subjects:
Evolutionary computation
Multiobjective optimization
Genetic algorithms
Polymer extrusion
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Online Access:https://doi.org/10.1016/j.engappai.2014.10.016
Country:Brazil
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https://doi.org/10.1016/j.engappai.2014.10.016

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