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» On Multiple Linear Approximations
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OL
2007
103views more  OL 2007»
14 years 11 months ago
Support vector machine via nonlinear rescaling method
In this paper we construct the linear support vector machine (SVM) based on the nonlinear rescaling (NR) methodology (see [9, 11, 10] and references therein). The formulation of t...
Roman A. Polyak, Shen-Shyang Ho, Igor Griva
CDC
2009
IEEE
114views Control Systems» more  CDC 2009»
15 years 2 months ago
Parametric model order reduction accelerated by subspace recycling
Abstract-- Many model order reduction methods for parameterized systems need to construct a projection matrix V which requires computing several moment matrices of the parameterize...
Lihong Feng, Peter Benner, Jan G. Korvink
AAAI
2011
13 years 11 months ago
Commitment to Correlated Strategies
The standard approach to computing an optimal mixed strategy to commit to is based on solving a set of linear programs, one for each of the follower’s pure strategies. We show t...
Vincent Conitzer, Dmytro Korzhyk
ICML
1999
IEEE
16 years 9 days ago
Least-Squares Temporal Difference Learning
Excerpted from: Boyan, Justin. Learning Evaluation Functions for Global Optimization. Ph.D. thesis, Carnegie Mellon University, August 1998. (Available as Technical Report CMU-CS-...
Justin A. Boyan
ISCAS
2002
IEEE
130views Hardware» more  ISCAS 2002»
15 years 4 months ago
Analysis of limit cycle stability in a tap-changing transformer
The paper analyses the nature of limit cycles induced through the interaction of transformer tap changing and load dynamics. Linearization of a Poincar´e map is used to prove loc...
Vaibhav Donde, Ian A. Hiskens