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Adaptive Prediction and Predictive Control

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Author(s): P. P. Kanjilal
Publication Year: 1995

This book is about prediction and control of processes which can be expressed by discrete-time models (i.e. the characteristics vary in some way with time). The aim of the book is to provide a unified and comprehensive coverage of the principles, perspectives and methods of adaptive prediction, which is used by scientists and researchers in a wide variety of disciplines.

Inspec keywords: neurocontrollers; nonlinear control systems; adaptive control; parameter estimation; transfer functions; Kalman filters; state-space methods; predictive control

Other keywords: parameter estimation; adaptive prediction; process models; Kalman filter; quasiperiodic series; nonlinear processes; transfer-function models; input-output model; neural networks; predictive control; state-space approaches; smoothing; GMDH

Subjects: Nonlinear control systems; Simulation, modelling and identification; Optimal control; Self-adjusting control systems; Neurocontrol; Control system analysis and synthesis methods

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