19 search results - page 1 / 4 » Ranking-Dominance and Many-Objective Optimization |
CEC
2007
IEEE
14 years 2 months ago
2007
IEEE
An alternative relation to Pareto-dominance is studied. The relation is based on ranking a set of solutions according to each separate objective and an aggregation function to calc...
ISICA
2007
Springer
14 years 5 months ago
2007
Springer
In this paper the authors point out that the Pareto Optimality is unfair, unreasonable and imperfect for Many-objective Optimization Problems (MOPs) underlying the hypothesis that ...
EC
2011
13 years 5 months ago
2011
Abstract—In the field of evolutionary multi-criterion optimization, the hypervolume indicator is the only single set quality measure that is known to be strictly monotonic with ...
AUSAI
2009
Springer
14 years 5 months ago
2009
Springer
In this paper we propose to use a distance metric based on user-preferences to efficiently find solutions for many-objective problems. In a user-preference based algorithm a decis...
PPSN
2010
Springer
13 years 8 months ago
2010
Springer
The target of machine learning is a predictive model that performs well on unseen data. Often, such a model has multiple intended uses, related to different points in the tradeoff ...