Control systems : classical, modern, and AI-based approaches

by Raol, J. R., (Jitendra R.)

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Title Statements

Full title :Control systems : classical, modern, and AI-based approaches / Jitendra R. Raol and Ramakalyan Ayyagari.

Edition Statements

Publication Date:2020

Publication Statements

Publisher(s):CRC Press (an imprint of Taylor & Francis)
Place of Publication:Boca Raton, FL
Language:eng
Publication Date:2020

The Physical Object

Description:1 online resource

Edition Identifiers

ISBN:9781351170796, 1351170791, 9781351170789, 1351170783, 9781351170802, 1351170805, 9781351170772, 1351170775
oclc:on1089271606
LC Classification:TJ213
Dewey Decimal:629.8

Introduction -- SECTION I: Linear and nonlinear control -- Linear systems and control -- Nonlinear systems -- Nonlinear stability analysis -- Nonlinear control Design -- Appedices IA-ID -- Exercises for section I -- References for section I -- SECTION II: Optimal and h-infinity control -- Optimization-extremization of cost function -- Optimal control -- Model predictive control -- Robust control -- Appendix IIA-IIC -- Exercises for Section II -- References for Section II -- SECTION III: Digital and adaptive control -- Discrete time control systems -- Design of discrete time control systems -- Adaptive control -- Computer-controlled systems -- Appendix III -- Exercises for section III -- References for section III -- SECTION IV: AI-based control -- Introduction to AI-based control -- ANN-based control systems -- Fuzzy control systems -- Fuzzy control systems -- Nature inspired optimization for controller design -- Appendix IVA -- Exercises for section IV -- References for section IV -- SECTION V: System theory and control related topics -- Appendix A-G -- Index.

Subjects

Automatic control Automatic control -- Mathematical models Commande automatique Commande automatique -- Modèles mathéma… Control theory -- Computer programs Electronics books MATLAB