78 search results - page 2 / 16 » A comparison of empirical and model-driven optimization |
EC
2000
13 years 4 months ago
2000
In this paper, we provide a systematic comparison of various evolutionary approaches to multiobjective optimization using six carefully chosen test functions. Each test function i...
ITSL
2008
13 years 6 months ago
2008
Clustering can be defined as a data assignment problem where the goal is to partition the data into nonhierarchical groups of items. In our previous work, we suggested an informati...
GECCO
2010
Springer
13 years 9 months ago
2010
Springer
The choice of which of the available strategies should be used within the Differential Evolution algorithm for a given problem is not trivial, besides being problem-dependent and...
PPSN
2010
Springer
13 years 3 months ago
2010
Springer
Abstract. Taking inspiration from approximate ranking, this paper investigates the use of rank-based Support Vector Machine as surrogate model within CMA-ES, enforcing the invarian...
DAGM
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. Graphical models with higher order factors are an important tool for pattern recognition that has recently attracted considerable attention. Inference based on such model...