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Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on

• Neural nets and related model structures for nonlinear system identification;
• Enhanced multi-stream Kalman filter training for recurrent networks;
• The support vector method of function estimation;
• Parametric density estimation for the classification of acoustic feature vectors in speech recognition;
• Wavelet-based modeling of nonlinear systems;
• Nonlinear identification based on fuzzy models;
• Statistical learning in control and matrix theory;
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Artificial neural networks possess several properties that make them particularly attractive for applications to modelling and control of complex non-linear systems. Among these properties are their universal approximation ability, their parallel network structure and the availability of on- and off-line learning methods for the interconnection weights. However, dynamic models that contain neural network architectures might be highly non-linear and difficult to analyse as a result. Artificial Neural Networks for Modelling and Control of Non-Linear Systems investigates the...

Artificial neural networks possess several properties that make them particularly attractive for applications to modelling and control of complex non-linear systems. Among these properties are their universal approximation ability, their parallel network structure and the availability of on- and off-line learning methods for the interconnection weights. However, dynamic models that contain neural network architectures might be highly non-linear and difficult to analyse as a result. Artificial Neural Networks for Modelling and Control of Non-Linear Systems investigates the...

The result of over twenty-five years of research, Beneath Flanders Fields reveals how this intense underground battle was fought and won. The authors give the first full account of mine warfare in World War I through the words of the tunnellers themselves as well as plans, drawings, and previously unpublished archive photographs, many in colour. Beneath Flanders Fields also shows how military mining evolved. The tunnellers constructed hundreds of deep dugouts that housed tens of thousands of troops. Often electrically lit and ventilated, these tunnels incorporated headquarters, cookhouses,...

Below the battlefields of the Western Front, fifty thousand tunnellers, sewer workers, and miners were engaged in mine warfare in the Ypres Salient--a secret struggle beneath No Man's Land that combined daring engineering, technology, and science with calculated assassination. Few on the surface knew of the barbaric and claustraphobic work of the tunnellers, who not only suffered from mine explosions but regularly encountered hazardous gas and waterlogged ground. The result of over twenty-five years of research, "Beneath Flanders Fields" reveals how this intense underground battle was fought...