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» Approaching Optimality for Solving SDD Linear Systems
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FOCS
2010
IEEE
13 years 3 months ago
Approaching Optimality for Solving SDD Linear Systems
Ioannis Koutis, Gary L. Miller, Richard Peng
CDC
2010
IEEE
122views Control Systems» more  CDC 2010»
13 years 15 days ago
Closed-loop optimal experiment design: The partial correlation approach
Abstract-- We consider optimal experiment design for parametric prediction error system identification of linear timeinvariant systems in closed loop. The optimisation is performed...
Roland Hildebrand, Michel Gevers, Gabriel Solari
JAIR
2006
122views more  JAIR 2006»
13 years 5 months ago
Solving Factored MDPs with Hybrid State and Action Variables
Efficient representations and solutions for large decision problems with continuous and discrete variables are among the most important challenges faced by the designers of automa...
Branislav Kveton, Milos Hauskrecht, Carlos Guestri...
AUTOMATICA
2008
118views more  AUTOMATICA 2008»
13 years 5 months ago
Optimally switched linear systems
In this paper we address the problem of optimal switching for switched linear systems. The uniqueness of our approach lies in describing the switching action by multiple control i...
Tuhin Das, Ranjan Mukherjee
AAAI
2011
12 years 5 months ago
Linear Dynamic Programs for Resource Management
Sustainable resource management in many domains presents large continuous stochastic optimization problems, which can often be modeled as Markov decision processes (MDPs). To solv...
Marek Petrik, Shlomo Zilberstein