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Optimization and identification of systems governed by evolution equations on Banach space
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ISBN: 0582034477 0470211717 Year: 1988 Volume: vol 184 Publisher: Harlow Longman

System identification : theory for the user
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ISBN: 0136566952 9780136566953 Year: 1999 Publisher: Upper Saddle River (N.J.): Prentice Hall,

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Abstract

1. Introduction. PART I. SYSTEMS AND MODELS. 2. Time-Invariant Linear Systems. 3. Simulation, Prediction, and Control. 4. Models of Linear Time-Invariant Systems. 5. Models for Time-Varying and Nonlinear Systems. PART II. METHODS. 6. Nonparametric Time- and Frequency-Domain Methods. 7.Parameter Estimation Methods. 8.Covergence and Consistency. 9. Asymptotic Distribution of Parameter Estimates. 10. Computing the Estimate. 11. Recursive Estimation Methods. PART III. USER'S CHOICES. 12. Options and Objectives. 13. Affecting the Bias Distribution of Transfer-Function Estimates. 14. Experiment Design. 15. Choice of Identification Criterion. 16. Model Structure Selection and Model Validation. 17. System Identification in Practice. Appendix I. Some Concepts from Probability Theory. Appendix II. Some Statistical Techniques for Linear Regressions.


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Subspace identification for linear systems : theory, implementation, applications
Authors: ---
ISBN: 0792397177 1461380618 1461304652 9780792397175 Year: 1996 Publisher: Boston : Kluwer Academic Publishers,

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