12 search results - page 1 / 3 » SPEA2 : Improving the Performance of the Strength Pareto Evo... |
PPSN
2004
Springer
13 years 10 months ago
2004
Springer
Multi-objective optimization methods are essential to resolve real-world problems as most involve several types of objects. Several multi-objective genetic algorithms have been pro...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
ICSPEA is a novel multi-objective evolutionary algorithm which integrates aspects from the powerful variation operators of the Covariance Matrix Adaptation Evolution Strategy (CMA...
EMO
2009
Springer
13 years 12 months ago
2009
Springer
Abstract. This paper proposes an improved version of volume dominance to assign fitness to solutions in Pareto-based multi-objective optimisation. The impact of this revised volum...
EMO
2006
Springer
13 years 9 months ago
2006
Springer
This paper presents results of extensive computational experiments in which evolutionary multiobjective algorithms were used to find Pareto-optimal solutions to a complex structura...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
A new evolutionary technique for multicriteria optimization called Guiding Hyper-plane Evolutionary Algorithm (GHEA) is proposed. The originality of the approach consists in the f...