Publications · 2005 · Book chapter / collection
Current and Future Research Trends in Evolutionary Multiobjective Optimization
In Manuel Graña and Richard Duro and Alicia dÁnjou and Paul P. Wang (ed.): Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations, Springer-Verlag: 213–231, 2005
Abstract
In this chapter we present a brief analysis of the current research performed on evolutionary multiobjective optimization. After analyzing first- and second-generation multiobjective evolutionary algorithms, we address two important issues: the role of elitism in evolutionary multiobjective optimization and the way in which concepts from multiobjective optimization can be applied to constraint-handling techniques. We conclude with a discussion of some of the most promising research trends in the years to come.
BibTeX
@incollection{Coello05a,
author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido} and Efren {Mezura Montes}},
title = {Current and Future Research Trends in Evolutionary Multiobjective Optimization},
booktitle = {Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations},
editor = {Manuel Gra~{n}a and Richard Duro and Alicia d'Anjou and Paul P. Wang},
publisher = {Springer-Verlag},
pages = {213--231},
isbn={978-1-85233-866-4},
doi = {10.1007/1-84628-117-2_15},
url={https://doi.org/10.1007/1-84628-117-2_15},
year = {2005}
}