Ebook: Modeling, Estimation and Control: Festschrift in Honor of Giorgio Picci on the Occasion of his Sixty-Fifth Birthday
Author: Masanao Aoki (auth.) Prof. Alessandro Chiuso Prof. Stefano Pinzoni Prof. Augusto Ferrante (eds.)
- Tags: Control Engineering, Systems Theory Control
- Series: Lecture Notes in Control and Information Sciences 364
- Year: 2007
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
Coefficients of Variations in Analysis of Macro-Policy Effects: An example of two-parameter Poisson-Dirichlet distributions.- How Many Experiments Are Needed to Adapt?- A Mutual Information Based Distance for Multivariate Gaussian Processes.- Differential Forms and Dynamical Systems.- An Algebraic Framework for Bayes Nets of Time Series.- A Birds Eye View on System Identification.- Further Results on the Byrnes-Georgiou-Lindquist Generalized Moment Problem.- Factor Analysis and Alternating Minimization.- Tensored PolynomialModels.- Distances Between Time-Series and Their Autocorrelation Statistics.- Global Identifiability of Complex Models, Constructed from Simple Submodels.- Identification of Hidden MarkovModels - Uniform LLN-s.- Identifiability and Informative Experiments in Open and Closed-Loop Identification.- On Interpolation and the Kimura-Georgiou Parametrization.- The Control of Error in Numerical Methods.- Contour Reconstruction and Matching Using Recursive Smoothing Splines.- Role of LQ Decomposition in Subspace Identification Methods.- Canonical Operators on Graphs.- Prediction-Error Approximation by Convex Optimization.- Patchy Solutions of Hamilton-Jacobi-Bellman Partial Differential Equations.- A Geometric Assignment Problem for Robotic Networks.- On the Distance Between Non-Stationary Time Series.- Stochastic Realization for Stochastic Control with Partial Observations.- Experiences from Subspace System Identification - Comments from Process Industry Users and Researchers.- Recursive Computation of the MPUM.- New Development of Digital Signal Processing via Sampled-Data Control Theory.
Coefficients of Variations in Analysis of Macro-Policy Effects: An example of two-parameter Poisson-Dirichlet distributions.- How Many Experiments Are Needed to Adapt?- A Mutual Information Based Distance for Multivariate Gaussian Processes.- Differential Forms and Dynamical Systems.- An Algebraic Framework for Bayes Nets of Time Series.- A Birds Eye View on System Identification.- Further Results on the Byrnes-Georgiou-Lindquist Generalized Moment Problem.- Factor Analysis and Alternating Minimization.- Tensored PolynomialModels.- Distances Between Time-Series and Their Autocorrelation Statistics.- Global Identifiability of Complex Models, Constructed from Simple Submodels.- Identification of Hidden MarkovModels - Uniform LLN-s.- Identifiability and Informative Experiments in Open and Closed-Loop Identification.- On Interpolation and the Kimura-Georgiou Parametrization.- The Control of Error in Numerical Methods.- Contour Reconstruction and Matching Using Recursive Smoothing Splines.- Role of LQ Decomposition in Subspace Identification Methods.- Canonical Operators on Graphs.- Prediction-Error Approximation by Convex Optimization.- Patchy Solutions of Hamilton-Jacobi-Bellman Partial Differential Equations.- A Geometric Assignment Problem for Robotic Networks.- On the Distance Between Non-Stationary Time Series.- Stochastic Realization for Stochastic Control with Partial Observations.- Experiences from Subspace System Identification - Comments from Process Industry Users and Researchers.- Recursive Computation of the MPUM.- New Development of Digital Signal Processing via Sampled-Data Control Theory.
Content:
Front Matter....Pages I-XXVI
Coefficients of Variations in Analysis of Macro-policy Effects: An Example of Two-Parameter Poisson-Dirichlet Distributions....Pages 1-4
How Many Experiments Are Needed to Adapt?....Pages 5-14
A Mutual Information Based Distance for Multivariate Gaussian Processes....Pages 15-33
Differential Forms and Dynamical Systems....Pages 35-44
An Algebraic Framework for Bayes Nets of Time Series....Pages 45-57
A Birds Eye View on System Identification....Pages 59-71
Further Results on the Byrnes-Georgiou-Lindquist Generalized Moment Problem....Pages 73-83
Factor Analysis and Alternating Minimization....Pages 85-96
Tensored Polynomial Models....Pages 97-112
Distances Between Time-Series and Their Autocorrelation Statistics....Pages 113-122
Global Identifiability of Complex Models, Constructed from Simple Submodels....Pages 123-133
Identification of Hidden Markov Models - Uniform LLN-s....Pages 135-150
Identifiability and Informative Experiments in Open and Closed-Loop Identification....Pages 151-170
On Interpolation and the Kimura-Georgiou Parametrization....Pages 171-182
The Control of Error in Numerical Methods....Pages 183-192
Contour Reconstruction and Matching Using Recursive Smoothing Splines....Pages 193-206
Role of LQ Decomposition in Subspace Identification Methods....Pages 207-220
Canonical Operators on Graphs....Pages 221-237
Prediction-Error Approximation by Convex Optimization....Pages 239-249
Patchy Solutions of Hamilton-Jacobi-Bellman Partial Differential Equations....Pages 251-270
A Geometric Assignment Problem for Robotic Networks....Pages 271-284
On the Distance Between Non-stationary Time Series....Pages 285-299
Stochastic Realization for Stochastic Control with Partial Observations....Pages 301-314
Experiences from Subspace System Identification - Comments from Process Industry Users and Researchers....Pages 315-327
Recursive Computation of the MPUM....Pages 329-344
New Development of Digital Signal Processing Via Sampled-Data Control Theory....Pages 345-355
Back Matter....Pages -
Coefficients of Variations in Analysis of Macro-Policy Effects: An example of two-parameter Poisson-Dirichlet distributions.- How Many Experiments Are Needed to Adapt?- A Mutual Information Based Distance for Multivariate Gaussian Processes.- Differential Forms and Dynamical Systems.- An Algebraic Framework for Bayes Nets of Time Series.- A Birds Eye View on System Identification.- Further Results on the Byrnes-Georgiou-Lindquist Generalized Moment Problem.- Factor Analysis and Alternating Minimization.- Tensored PolynomialModels.- Distances Between Time-Series and Their Autocorrelation Statistics.- Global Identifiability of Complex Models, Constructed from Simple Submodels.- Identification of Hidden MarkovModels - Uniform LLN-s.- Identifiability and Informative Experiments in Open and Closed-Loop Identification.- On Interpolation and the Kimura-Georgiou Parametrization.- The Control of Error in Numerical Methods.- Contour Reconstruction and Matching Using Recursive Smoothing Splines.- Role of LQ Decomposition in Subspace Identification Methods.- Canonical Operators on Graphs.- Prediction-Error Approximation by Convex Optimization.- Patchy Solutions of Hamilton-Jacobi-Bellman Partial Differential Equations.- A Geometric Assignment Problem for Robotic Networks.- On the Distance Between Non-Stationary Time Series.- Stochastic Realization for Stochastic Control with Partial Observations.- Experiences from Subspace System Identification - Comments from Process Industry Users and Researchers.- Recursive Computation of the MPUM.- New Development of Digital Signal Processing via Sampled-Data Control Theory.
Content:
Front Matter....Pages I-XXVI
Coefficients of Variations in Analysis of Macro-policy Effects: An Example of Two-Parameter Poisson-Dirichlet Distributions....Pages 1-4
How Many Experiments Are Needed to Adapt?....Pages 5-14
A Mutual Information Based Distance for Multivariate Gaussian Processes....Pages 15-33
Differential Forms and Dynamical Systems....Pages 35-44
An Algebraic Framework for Bayes Nets of Time Series....Pages 45-57
A Birds Eye View on System Identification....Pages 59-71
Further Results on the Byrnes-Georgiou-Lindquist Generalized Moment Problem....Pages 73-83
Factor Analysis and Alternating Minimization....Pages 85-96
Tensored Polynomial Models....Pages 97-112
Distances Between Time-Series and Their Autocorrelation Statistics....Pages 113-122
Global Identifiability of Complex Models, Constructed from Simple Submodels....Pages 123-133
Identification of Hidden Markov Models - Uniform LLN-s....Pages 135-150
Identifiability and Informative Experiments in Open and Closed-Loop Identification....Pages 151-170
On Interpolation and the Kimura-Georgiou Parametrization....Pages 171-182
The Control of Error in Numerical Methods....Pages 183-192
Contour Reconstruction and Matching Using Recursive Smoothing Splines....Pages 193-206
Role of LQ Decomposition in Subspace Identification Methods....Pages 207-220
Canonical Operators on Graphs....Pages 221-237
Prediction-Error Approximation by Convex Optimization....Pages 239-249
Patchy Solutions of Hamilton-Jacobi-Bellman Partial Differential Equations....Pages 251-270
A Geometric Assignment Problem for Robotic Networks....Pages 271-284
On the Distance Between Non-stationary Time Series....Pages 285-299
Stochastic Realization for Stochastic Control with Partial Observations....Pages 301-314
Experiences from Subspace System Identification - Comments from Process Industry Users and Researchers....Pages 315-327
Recursive Computation of the MPUM....Pages 329-344
New Development of Digital Signal Processing Via Sampled-Data Control Theory....Pages 345-355
Back Matter....Pages -
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