EMO
2003
Springer
14 years 5 months ago
2003
Springer
EMO
2003
Springer
14 years 5 months ago
2003
Springer
Abstract. In this paper, we propose an approach for solving hierarchical multi-objective optimization problems (MOPs). In realistic MOPs, two main challenges have to be considered:...
EMO
2003
Springer
14 years 5 months ago
2003
Springer
In this paper a Population-based Ant Colony Optimization approach is proposed to solve multi-criteria optimization problems where the population of solutions is chosen from the set...
EMO
2003
Springer
14 years 5 months ago
2003
Springer
This article proposes the Two-Phase Local Search for finding a good approximate set of non-dominated solutions. The two phases of this procedure are to (i) generate an initial sol...
EMO
2003
Springer
14 years 5 months ago
2003
Springer
Self-Organizing Maps (SOMs) have been used to visualize tradeoffs of Pareto solutions in the objective function space for engineering design obtained by Evolutionary Computation. F...
EMO
2003
Springer
14 years 5 months ago
2003
Springer
We apply the NSGA-II algorithm and its controlled elitist version NSGA-IIc for the intensity modulated beam radiotherapy dose optimization problem. We compare the performance of th...
EMO
2003
Springer
14 years 5 months ago
2003
Springer
Abstract. The classic NFL theorems are invariably cast in terms of single objective optimization problems. We confirm that the classic NFL theorem holds for general multiobjective ...
EMO
2003
Springer
14 years 5 months ago
2003
Springer
This paper introduces an interface specification (PISA) that allows to separate the problem-specific part of an optimizer from the problem-independent part. We propose a view of ...
EMO
2003
Springer
14 years 5 months ago
2003
Springer
We present PICPA, a new algorithm for tackling constrained continuous multi-objective problems. The algorithm combines constraint propagation techniques and evolutionary concepts. ...