28 search results - page 1 / 6 » Adapting Weighted Aggregation for Multiobjective Evolution S... |
EMO
2001
Springer
13 years 9 months ago
2001
Springer
The conventional weighted aggregation method is extended to realize multi-objective optimization. The basic idea is that systematically changing the weights during evolution will l...
ISDA
2005
IEEE
13 years 10 months ago
2005
IEEE
This paper proposes a novel adaptive representation for evolutionary multiobjective optimization for solving a stock modeling problem. The standard Pareto Achieved Evolution Strat...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
This poster presents an evolution strategy for single- and multi-objective optimization. The model uses the predatorprey approach from ecology to scale between both cases. Further...
PPSN
2010
Springer
13 years 3 months ago
2010
Springer
Abstract. The recently introduced family of natural evolution strategies (NES), a novel stochastic descent method employing the natural gradient, is providing a more principled alt...
CEC
2008
IEEE
13 years 11 months ago
2008
IEEE
Abstract—While scalarization approaches to multicriteria optimization become infeasible in the case of many objectives, for few objectives the benefits of populationbased method...