LION
2010
Springer
13 years 8 months ago
2010
Springer
The interactive decision making (IDM) methods exploit the preference information from the decision maker during the optimization task to guide the search towards favourite solution...
LION
2010
Springer
13 years 9 months ago
2010
Springer
Abstract. We present EvA2, a comprehensive metaheuristic optimization framework with emphasis on Evolutionary Algorithms. It presents a modular structure of interfaces and abstract...
LION
2010
Springer
13 years 9 months ago
2010
Springer
MOEA/D is a multi-objective metaheuristic which has shown a remarkable performance when solving hard optimization problems. In this paper, we propose a thread-based parallel versio...
LION
2010
Springer
13 years 9 months ago
2010
Springer
Abstract. Algorithm selection is typically based on models of algorithm performance learned during a separate offline training sequence, which can be prohibitively expensive. In r...
LION
2010
Springer
13 years 9 months ago
2010
Springer
LION
2010
Springer
13 years 9 months ago
2010
Springer
LION
2010
Springer
13 years 9 months ago
2010
Springer
Abstract This paper proposes a flexible software architecture for interactive multiobjective optimization, with a user interface for visualizing the results and facilitating the s...
LION
2010
Springer
13 years 9 months ago
2010
Springer
LION
2010
Springer
13 years 9 months ago
2010
Springer
We demonstrate a means of knowledge discovery through feature extraction that exploits the search history of an optimization run. We regress a symbolic model ensemble from optimiza...
LION
2010
Springer
13 years 9 months ago
2010
Springer
This paper presents a column generation heuristic for the general vehicle routing problem (GVRP), a combined load acceptance and rich vehicle routing problem incorporating various ...