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

By:

Raol, Jitendra R, 1947- [VerfasserIn]

Contributor(s):

Ayyagari, Ramakalyan [VerfasserIn]

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Boca Raton ; London ; New York : CRC Press, [2020]Description: 1 Online-RessourceISBN:

9781351170789
9781351170802
9781351170796
9781351170772

Subject(s):

Additional physical formats: 9780815346302 | Erscheint auch als: Control systems. Druck-Ausgabe Boca Raton : CRC Press, Taylor & Francis Group, 2020. xxxiv, 634 SeitenDDC classification:

629.8

LOC classification:

TJ213

Online resources:

Zugang im Netz des KIT

Summary: 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.PPN: PPN: 1755162030Package identifier: Produktsigel: BSZ-4-NLEBK-KAUB | ZDB-4-NLEBK

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