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83
Voted
CDC
2009
IEEE
15 years 3 months ago
2009
IEEE
—TD learning and its refinements are powerful tools for approximating the solution to dynamic programming problems. However, the techniques provide the approximate solution only...
CDC
2009
IEEE
15 years 3 months ago
2009
IEEE
— This paper extends a state projection method for structure preserving model reduction to situations where only a weaker notion of system structure is available. This weaker not...
68
Voted
CDC
2009
IEEE
15 years 3 months ago
2009
IEEE
—To deal with the estimation problem for systems subject to constraints while the corresponding noise processes are not completely known, the adaptive constraint-filtering method...
CDC
2009
IEEE
15 years 3 months ago
2009
IEEE
Abstract— A broad class of problems in circuits, electromagnetics, and optics can be expressed as finding some parameters of a linear system with a specific type. This paper is...
102
Voted
CDC
2009
IEEE
15 years 3 months ago
2009
IEEE
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...