Computer-Intensive Methods in Control and Signal Processing

by Warwick, Kevin; Karny, Miroslav

• ISBN13: 9780817639891
• ISBN10: 0817639896
• Format: Hardcover
• Copyright: 1997-04-01
• Publisher: Birkhauser

Summary

Contains selected papers from the 2nd IEEE European Workshop on Computer-Intensive Methods in Control and Signal Processing, held in Prague, from August 28-30, 1996. DLC: Automatic control - Data processing - Congresses.

Table of Contents

Fighting Dimensionality with Linguistic Geometry	p. 1
Statistical Physics and the Optimization of Autonomous Behaviour in Complex Virtual Worlds	p. 49
On Merging Gradient Estimation with Mean-Tracking Techniques for Cluster Identification	p. 63
Computational Aspects of Graph Theoretic Methods in Control	p. 73
Efficient Algorithms for Predictive Control of Systems with Bounded Inputs	p. 93
Applying New Numerical Algorithms to the Solution of Discrete-time Optimal Control Problems	p. 105
System Identification using Composition Networks	p. 119
Recursive Nonlinear Estimation of Non-linear/Non-Gaussian Dynamic Models	p. 141
Monte Carlo Approach to Bayesian Regression Modelling	p. 169
Identification of Reality in Bayesian Context	p. 181
Nonlinear Nonnormal Dynamic Models: State Estimation and Software	p. 195
The EM Algorithm: A Guided Tour	p. 209
Estimation of Quasipolynomials in Noise: Theoretical, Algorithmic and Implementation Aspects	p. 223
Iterative Reconstruction of Transmission Sinograms with Low Signal to Noise Ratio	p. 237
Curse of Dimensionality: Classifying Large Multi-Dimensional Images with Neural Networks	p. 249
Dimension-independent Rates of Approximation by Neural Networks	p. 261
Estimation of Human Signal Detection Performance from Event-Related Potentials Using Feed-Forward Neural Network Model	p. 271
Utilizing Geometric Anomalies of High Dimension: When Complexity Makes Computation Easier	p. 283
Approximation Using Cubic B-Splines with Improved Training Speed and Accuracy	p. 295
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