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HYBRID
2010
Springer
14 years 3 months ago
A descent algorithm for the optimal control of constrained nonlinear switched dynamical systems
One of the oldest problems in the study of dynamical systems is the calculation of an optimal control. Though the determination of a numerical solution for the general nonconvex o...
Humberto González, Ramanarayan Vasudevan, M...
HYBRID
2000
Springer
14 years 6 days ago
Behavior Based Robotics Using Hybrid Automata
In this article, we show how a behavior based control system for autonomous robots can be modeled as a hybrid automaton, where each node corresponds to a distinct robot behavior. T...
Magnus Egerstedt
HYBRID
1999
Springer
14 years 27 days ago
Scale-Independent Hysteresis Switching
— In this paper we prove that a switched nonlinear system has several useful ISS-type properties under average dwell-time switching signals if each constituent dynamical system i...
João P. Hespanha, A. Stephen Morse
CDC
2008
IEEE
114views Control Systems» more  CDC 2008»
13 years 10 months ago
Real-time estimation for switched linear systems
We extend previous works on real-time estimation, via algebraic techniques, to the recovering of the switching signal and of the state for switching linear systems. We characterize...
Michel Fliess, Cédric Join, Wilfrid Perruqu...
ICAC
2006
IEEE
14 years 2 months ago
A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation
— Reinforcement Learning (RL) provides a promising new approach to systems performance management that differs radically from standard queuing-theoretic approaches making use of ...
Gerald Tesauro, Nicholas K. Jong, Rajarshi Das, Mo...