132 search results - page 16 / 27 » Learning Adaptive Parameters with Restricted Genetic Optimiz... |
ROCAI
2004
Springer
14 years 1 months ago
2004
Springer
We introduce a model class for statistical learning which is based on mixtures of propositional rules. In our mixture model, the weight of a rule is not uniform over the entire ins...
GECCO
2004
Springer
14 years 1 months ago
2004
Springer
This paper presents a lens system design algorithm using the covariance matrix adaptation evolution strategy (CMA-ES), which is one of the most powerful self-adaptation mechanisms....
AEI
2004
13 years 8 months ago
2004
This research applies the meta-heuristic method of ant colony optimization (ACO) to an established set of vehicle routing problems (VRP). The procedure simulates the decision-maki...
GECCO
2007
Springer
14 years 2 months ago
2007
Springer
Model- and simulation-designers are often interested not in the optimum output of their system, but in understanding how the output is sensitive to different parameters. This can...
AAAI
2011
12 years 8 months ago
2011
Variable selection problems are typically addressed under a penalized optimization framework. Nonconvex penalties such as the minimax concave plus (MCP) and smoothly clipped absol...