Many-objective optimization using differential evolution with variable-wise mutation restriction

In this paper, we propose an evolutionary algorithm for handling many-objective optimization problems called MyO-DEMR (many-objective differential evolution with mutation restriction). The algorithm uses the concept of Pareto dominance coupled with the inverted generational distance metric to select...

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Bibliographic Details
Main Author: Denysiuk, Roman (author)
Other Authors: Costa, Lino (author), Espírito Santo, I. A. C. P. (author)
Format: conferencePaper
Language:eng
Published: 2013
Subjects:
Multiobjective optimization
Multiobjective evolutionary algorithms
Performance assessment
Science & Technology
Online Access:http://hdl.handle.net/1822/51604
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/51604

Internet

http://hdl.handle.net/1822/51604

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