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» Nonlinear hybrid system identification with kernel models
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CONEXT
2008
ACM
15 years 1 months ago
Nonlinear modeling of the internet delay structure
Modeling the Internet delay structure is an important issue in designing large-scale distributed systems. However, linear models fail to characterize Triangle Inequality Violation...
Xiao Wang, Yang Chen, Beixing Deng, Xing Li
CDC
2008
IEEE
172views Control Systems» more  CDC 2008»
15 years 1 months ago
Convex relaxation approach to the identification of the Wiener-Hammerstein model
In this paper, an input/output system identification technique for the Wiener-Hammerstein model and its feedback extension is proposed. In the proposed framework, the identificatio...
Kin Cheong Sou, Alexandre Megretski, Luca Daniel
HYBRID
2009
Springer
15 years 6 months ago
Parameter Synthesis for Hybrid Systems with an Application to Simulink Models
Abstract. This paper addresses a parameter synthesis problem for nonlinear hybrid systems. Considering a set of uncertain parameters and a safety property, we give an algorithm tha...
Alexandre Donzé, Bruce H. Krogh, Akshay Raj...
95
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CMSB
2009
Springer
15 years 6 months ago
Computing Reachable States for Nonlinear Biological Models
Abstract. In this paper we describe reachability computation for continuous and hybrid systems and its potential contribution to the process of building and debugging biological mo...
Thao Dang, Colas Le Guernic, Oded Maler
ICML
2009
IEEE
16 years 14 days ago
Optimized expected information gain for nonlinear dynamical systems
This paper addresses the problem of active model selection for nonlinear dynamical systems. We propose a novel learning approach that selects the most informative subset of time-d...
Alberto Giovanni Busetto, Cheng Soon Ong, Joachim ...