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Bücher Englische Bücher Distributed Optimization and Resource Allocation of High-Order Nonlinear Multi-Agent Systems
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Distributed Optimization and Resource Allocation of High-Order Nonlinear Multi-Agent Systems
Cheng Li, Jiaxin Yuan, Qingxiang Ao (Gebundene Ausgabe, Englisch)
Optischer Zustand
Beschreibung
This book provides a unified and practical framework for solving distributed optimization and resource allocation problems in nonlinear multi-agent systems under complex dynamic environments. It enables readers to design control strategies that achieve fast convergence, robustness against disturbances, and resilience to communication and security constraints. The book presents a series of advanced… methodologies, including finite-time, fixed-time, and predefined-time optimization control, disturbance rejection via observer-based techniques, and learning-based approaches using adaptive dynamic programming (ADP). It also introduces event-triggered mechanisms to reduce communication burden and observer-driven strategies to address false data injection attacks. These topics are of particular interest as they bridge the gap between theoretical optimization and real-world control implementation. Special features of the book include a unified optimization–control perspective, systematic integration of multiple time-constrained control schemes, and application-oriented case studies such as quadrotor UAV swarm coordination. The presentation combines rigorous theoretical analysis with intuitive explanations, supported by illustrative figures, structured frameworks, and comparative simulations. Readers will gain both theoretical insight and practical tools for addressing optimization and control challenges in networked systems. This book is intended for researchers, graduate students, and engineers in control systems, multi-agent systems, robotics, and intelligent networked systems. Dieses Produkt haben wir gerade leider nicht auf Lager.
Handgeprüfte Gebrauchtware
Bis zu 50 % günstiger als neu
Der Umwelt zuliebe
Technische Daten
Erscheinungsdatum
16.10.2026
Sprache
Englisch
EAN
9789819253142
Herausgeber
Springer Singapore
Serien- oder Bandtitel
Intelligent Control and Learning Systems
Sonderedition
Nein
Autor
Cheng Li, Jiaxin Yuan, Qingxiang Ao
Einbandart
Gebundene Ausgabe
Buch Untertitel
Backstepping, Consensus, and Learning-Based Methods
Schlagwörter
Distributed optimization, Resource allocation, Nonlinear multi-agent system control, Disturbance rejection and extended state observer, Adaptive dynamic programming-based control
Thema-Inhalt
PBU - Optimierung
UYQ - Künstliche Intelligenz
TJFM - Regelungstechnik
GPFC - Kybernetik und Systemtheorie
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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