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...

Full description

Bibliographic Details
Main Author: Carrano, Eduardo G. (author)
Other Authors: Coelho, Dayanne Gouveia (author), Gaspar-Cunha, A. (author), Wanner, Elizabeth F. (author), Takahashi, Ricardo H. C. (author)
Format: article
Language:eng
Published: 2015
Subjects:
Evolutionary computation
Multiobjective optimization
Genetic algorithms
Polymer extrusion
Local search
Science & Technology
Online Access:http://hdl.handle.net/1822/36834
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/36834

Internet

http://hdl.handle.net/1822/36834

Similar Items