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» Computing with continuous-time Liapunov systems
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STOC
2001
ACM
137views Algorithms» more  STOC 2001»
14 years 5 months ago
Computing with continuous-time Liapunov systems
Jirí Síma, Pekka Orponen
CORR
2012
Springer
210views Education» more  CORR 2012»
12 years 1 months ago
Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks
Markov jump processes and continuous time Bayesian networks are important classes of continuous time dynamical systems. In this paper, we tackle the problem of inferring unobserve...
Vinayak Rao, Yee Whye Teh
UMC
2000
13 years 9 months ago
Upper and Lower Bounds on Continuous-Time Computation
Abstract. We consider various extensions and modifications of Shannon's General Purpose Analog Computer, which is a model of computation by differential equations in continuou...
Manuel Lameiras Campagnolo, Cristopher Moore
SCL
2010
98views more  SCL 2010»
13 years 3 months ago
Symbolic models for nonlinear time-delay systems using approximate bisimulations
In this paper we show that incrementally stable nonlinear time–delay systems admit symbolic models which are approximately equivalent, in the sense of approximate bisimulation, ...
Giordano Pola, Pierdomenico Pepe, Maria Domenica D...
CORR
2000
Springer
134views Education» more  CORR 2000»
13 years 5 months ago
Learning Complexity Dimensions for a Continuous-Time Control System
This paper takes a computational learning theory approach to a problem of linear systems identification. It is assumed that inputs are generated randomly from a known class consist...
Pirkko Kuusela, Daniel Ocone, Eduardo D. Sontag