Buch, Englisch, 382 Seiten, Format (B × H): 155 mm x 235 mm
Buch, Englisch, 382 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Studies in Systems, Decision and Control
ISBN: 978-3-032-42833-2
Verlag: Springer
This book focuses on fixed-time control theory of discontinuous network systems, an advanced topic at the intersection of control engineering and nonlinear dynamics. It introduces novel fixed-time stability lemmas and applies them to a broad class of discontinuous neural networks, including those with leakage delays, inertial effects, and fuzzy components. The content is distinguished by its rigorous theoretical proofs, systematic presentation of new lemmas, and numerous numerical examples that aid comprehension. Readers, especially graduate students and young researchers, gain cutting-edge insights and practical tools for designing robust, fast-convergent controllers for complex discontinuous systems, significantly advancing their research capabilities in modern control theory.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Regelungstechnik
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
- Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik
Weitere Infos & Material
Introduction.- Preliminaries.- Improved fixed-time stability lemmas.- Fixed-time stabilization of generalized leakage-delayed neural networks with discontinuous disturbances.- Fixed-time stabilization of leakage-delayed neural networks: leakage-delay-dependent settling-time.- Fixed-time synchronization of discontinuous CGNNs with nondifferentiable delays.- Periodicity and fixed-time stabilization of discontinuous reaction–diffusion CGNNs.- Fixed-time synchronization of discontinuous fuzzy neutral networks.- Fixed-time synchronization of discontinuous fuzzy inertial networks.- Fixed-time synchronization of discontinuous fuzzy competitive networks.- Fixed-time control of discontinuous inertial neural networks with time-varying delays.- Fixed-time stabilization of discontinuous inertial networks with mixed time delays.- Fixed-time control for discontinuous inertial neural networks with uncertainties.- Fixed-time synchronization of different dimensional networked Filippov systems.- Fixed-time stabilization of coupled Filippov systems on networks with mismatched parameters.- Filippov systems with non-differentiable and unbounded delays: periodicity, stabilization and energy loss estimation.- Fixed-time stabilization of discontinuous memristor-based fuzzy inertial neural networks with proportional delays.- Fixed-time stabilization and energy loss estimation of discontinuous fuzzy inertial CGNNS via saturation function approach.
