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CDC
2009
IEEE
180views Control Systems» more  CDC 2009»
13 years 11 months ago
Robustness analysis for Least Squares kernel based regression: an optimization approach
—In kernel based regression techniques (such as Support Vector Machines or Least Squares Support Vector Machines) it is hard to analyze the influence of perturbed inputs on the ...
Tillmann Falck, Johan A. K. Suykens, Bart De Moor
CDC
2008
IEEE
108views Control Systems» more  CDC 2008»
13 years 9 months ago
A link between Riemann invariants and frequency domain approaches for boundary control of open channel flow
Open channel flow is traditionally described by hyperbolic conservation laws (the Saint-Venant equations), that can be controlled using boundary conditions. For horizontal friction...
Xavier Litrico, Vincent Fromion
JCNS
2006
94views more  JCNS 2006»
13 years 7 months ago
On the application of "equation-free modelling" to neural systems
"Equation-free modelling" is a recently-developed technique for bridging the gap between detailed, microscopic descriptions of systems and macroscopic descriptions of the...
Carlo R. Laing
SMC
2010
IEEE
143views Control Systems» more  SMC 2010»
13 years 6 months ago
Estimating of Bellman function via suboptimal strategies
—The paper concerns approximate dynamic decision making. It deals with solving Bellman equation to obtain the Bellman function via so-called suboptimal strategies. The suboptimal...
Jan Zeman
AUTOMATICA
2005
86views more  AUTOMATICA 2005»
13 years 7 months ago
Sensitivity shaping with degree constraint by nonlinear least-squares optimization
This paper presents a new approach to shaping of the frequency response of the sensitivity function. In this approach, a desired frequency response is assumed to be specified at a...
Ryozo Nagamune, Anders Blomqvist