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» On reducing a system of equations to a single equation
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CDC
2009
IEEE
185views Control Systems» more  CDC 2009»
14 years 1 months ago
Discrete Empirical Interpolation for nonlinear model reduction
A dimension reduction method called Discrete Empirical Interpolation (DEIM) is proposed and shown to dramatically reduce the computational complexity of the popular Proper Orthogo...
Saifon Chaturantabut, Danny C. Sorensen
QEST
2005
IEEE
14 years 2 months ago
QBDs with Marked Time Epochs: a Framework for Transient Performance Measures
A framework to assess transient performance measures is introduced by generalizing the theory of the quasi Birthand-Death (QBD) paradigm to QBDs with marked time epochs (QBDm ). T...
Benny Van Houdt, Chris Blondia
AGTIVE
2003
Springer
14 years 2 months ago
Meta-Modelling, Graph Transformation and Model Checking for the Analysis of Hybrid Systems
Abstract. This paper presents the role of meta-modelling and graph transformation in our approach for the modelling, analysis and simulation of complex systems. These are made of c...
Juan de Lara, Esther Guerra, Hans Vangheluwe
ICCS
2007
Springer
14 years 2 months ago
Hierarchical-Matrix Preconditioners for Parabolic Optimal Control Problems
Abstract. Hierarchical (H)-matrices approximate full or sparse matrices using a hierarchical data sparse format. The corresponding H-matrix arithmetic reduces the time complexity o...
Suely Oliveira, Fang Yang
FCCM
2006
IEEE
268views VLSI» more  FCCM 2006»
14 years 2 months ago
Sparse Matrix-Vector Multiplication for Finite Element Method Matrices on FPGAs
We present an architecture and an implementation of an FPGA-based sparse matrix-vector multiplier (SMVM) for use in the iterative solution of large, sparse systems of equations ar...
Yousef El-Kurdi, Warren J. Gross, Dennis Giannacop...