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150
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MSS
2011
IEEE
196views Hardware» more  MSS 2011»
14 years 12 months ago
Optimal timing of regime switching in optimal growth models: A Sobolev space approach
Erol Dogan, Cuong Le Van, Cagri Saglam
175
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CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
14 years 12 months ago
Aggregation-based model reduction of a Hidden Markov Model
This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
Kun Deng, Prashant G. Mehta, Sean P. Meyn
WSC
2008
15 years 7 months ago
Nonlinear process modeling and optimization based on Multiway Kernel Partial Least Squares model
MKPLS (Multiway Kernel Partial Least Squares) methods are used to model the batch processes from process operational data. To improve the optimization performance, a batch-to-batc...
Liqing Di, Zhihua Xiong, XianHui Yang