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» Reachability in Linear Dynamical Systems
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81
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GECCO
2005
Springer
204views Optimization» more  GECCO 2005»
15 years 4 months ago
Modeling systems with internal state using evolino
Existing Recurrent Neural Networks (RNNs) are limited in their ability to model dynamical systems with nonlinearities and hidden internal states. Here we use our general framework...
Daan Wierstra, Faustino J. Gomez, Jürgen Schm...
CDC
2009
IEEE
149views Control Systems» more  CDC 2009»
15 years 3 months ago
Stability and robustness conditions using frequency dependent half planes
— This paper presents a sufficient condition that establishes closed loop stability for linear time invariant dynamical systems with transfer functions that are analytic in the ...
Krister Jacobsson, Lachlan L. H. Andrew, Ao Tang
112
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CVPR
2012
IEEE
13 years 1 months ago
Understanding collective crowd behaviors: Learning a Mixture model of Dynamic pedestrian-Agents
In this paper, a new Mixture model of Dynamic pedestrian-Agents (MDA) is proposed to learn the collective behavior patterns of pedestrians in crowded scenes. Collective behaviors ...
Bolei Zhou, Xiaogang Wang, Xiaoou Tang
MANSCI
2007
139views more  MANSCI 2007»
14 years 11 months ago
A Market-Based Optimization Algorithm for Distributed Systems
In this paper, a market-based decomposition method for decomposable linear systems is developed. The solution process iterates between a master problem that solves the market-matc...
Zhiling Guo, Gary J. Koehler, Andrew B. Whinston
INFORMATICALT
2002
191views more  INFORMATICALT 2002»
14 years 10 months ago
Optimal Control of a Well-Stirred Bioreactor in the Presence of Stochastic Perturbations
We study the stochastic model for bioremediation in a bioreactor with ideal mixing. The dynamics of the examined system is described by stochastic differential equations. We consid...
Vadim Azhmyakov