231 search results - page 4 / 47 » Sensitivity of trust-region algorithms to their parameters |
AAAI
2006
13 years 9 months ago
2006
The impact of learning algorithm optimization by means of parameter tuning is studied. To do this, two quality attributes, sensitivity and classification performance, are investig...
SIAMNUM
2010
13 years 2 months ago
2010
Abstract. In this article a stochastic particle system approximation to the parametric sensitivity in the Smoluchowski coagulation equation is introduced. The parametric sensitivit...
GECCO
2006
Springer
13 years 11 months ago
2006
Springer
We present and evaluate a method for estimating the relevance and calibrating the values of parameters of an evolutionary algorithm. The method provides an information theoretic m...
DATE
2008
IEEE
14 years 2 months ago
2008
IEEE
In this paper we describe a flexible and efficient new algorithm for model order reduction of parameterized systems. The method is based on the reformulation of the parametric s...
JMLR
2011
13 years 2 months ago
2011
Reports of experiments conducted with an Inductive Logic Programming system rarely describe how specific values of parameters of the system are arrived at when constructing model...