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» A new critical theorem for adaptive nonlinear stabilization
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ICARCV
2006
IEEE
207views Robotics» more  ICARCV 2006»
14 years 9 days ago
Adaptive Stable PID Controller with Parallel Feedforward Compensator
- In this paper, a new design method of adaptive PID controller is proposed. The method utilizes the so- called almost strict positive realness (ASPR) of the plant so that the stab...
Zenta Iwai, Ikuro Mizumoto, Lin Liu, S. L. Shah, H...
EAAI
2008
128views more  EAAI 2008»
13 years 6 months ago
Dual heuristic programming based nonlinear optimal control for a synchronous generator
This paper presents the design of an infinite horizon nonlinear optimal neurocontroller that replaces the conventional automatic voltage regulator and the turbine governor (CONVC)...
Jung-Wook Park, Ronald G. Harley, Ganesh K. Venaya...
AUTOMATICA
2007
142views more  AUTOMATICA 2007»
13 years 6 months ago
Lyapunov-based switching control of nonlinear systems using high-gain observers
Abstract— We consider dynamic output feedback practical stabilization of uniformly observable nonlinear systems, based on high-gain observers with saturation. We assume that unce...
Leonid B. Freidovich, Hassan K. Khalil
CORR
2010
Springer
136views Education» more  CORR 2010»
13 years 3 months ago
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA
Many problems in machine learning and statistics can be formulated as (generalized) eigenproblems. In terms of the associated optimization problem, computing linear eigenvectors a...
Matthias Hein, Thomas Bühler
NIPS
1993
13 years 7 months ago
The Parti-Game Algorithm for Variable Resolution Reinforcement Learning in Multidimensional State-Spaces
Parti-game is a new algorithm for learning feasible trajectories to goal regions in high dimensionalcontinuousstate-spaces. In high dimensions it is essential that learningdoes not...
Andrew W. Moore