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CDC
2008
IEEE
206views Control Systems» more  CDC 2008»
15 years 11 months ago
Approximate dynamic programming using support vector regression
— This paper presents a new approximate policy iteration algorithm based on support vector regression (SVR). It provides an overview of commonly used cost approximation architect...
Brett Bethke, Jonathan P. How, Asuman E. Ozdaglar
GECCO
2005
Springer
117views Optimization» more  GECCO 2005»
15 years 10 months ago
Extending XCSF beyond linear approximation
XCSF is the extension of XCS in which classifier prediction is computed as a linear combination of classifier inputs and a weight vector associated to each classifier. XCSF can...
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wils...
DAC
1998
ACM
15 years 9 months ago
Approximate Reachability with BDDs Using Overlapping Projections
Approximate reachability techniques trade o accuracy with the capacity to deal with bigger designs. Cho et al 3 proposed approximate FSM traversal algorithms over a partition of t...
Shankar G. Govindaraju, David L. Dill, Alan J. Hu,...
EWC
2007
93views more  EWC 2007»
15 years 4 months ago
Approximation of involute curves for CAD-system processing
In numerous instances, accurate algorithms for approximating the original geometry is required. One typical example is a circle involute curve which represents the underlying geom...
Fumitaka Higuchi, Shuichi Gofuku, Takashi Maekawa,...
ICPR
2006
IEEE
16 years 6 months ago
Metric tree partitioning and Taylor approximation for fast support vector classification
This paper presents a method to speed up support vector classification, especially important when data is highdimensional. Unlike previous approaches which focus on less support v...
Thang V. Pham, Arnold W. M. Smeulders