Disagreement Behavior Analysis of Signed Networks

Deyuan Meng, Mingjun Du, Yuxin Wu (Autoren)

Buch | Softcover

228 Seiten

2023 | 1st ed. 2022
Springer Verlag, Singapore
978-981-19-5532-7 (ISBN)

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This book investigates the disagreement behavior analysis problems for signed networks in the presence of both cooperative and antagonistic interactions among agents. Owing to the existing antagonistic interactions, signed networks exhibit a variety of disagreement behaviors subject to different topology conditions, especially in comparison with commonly considered unsigned networks involving only cooperative interactions among agents. Since signed networks are generally adopted to describe the dynamics of some practical network systems, they have attracted much attention in many areas, such as biology, sociology, economics, and politics. By focusing on agents with the first-order linear dynamics, the book establishes the systematic behavior analysis frameworks for signed networks, under which diverse disagreement behaviors have been disclosed, including both convergence and fluctuation behaviors, regardless of static or dynamic network topologies. In particular, a class of dynamic signed networks has been introduced, together with the associated dynamic distributed controller design and disagreement behavior analysis of agents. This book is intended for undergraduate and graduate students, engineers, and researchers who are interested in control of network systems, multi-agent systems, social networks, and so on.

Deyuan Meng received the B.S. degree in mathematics and applied mathematics from the Ocean University of China, Qingdao, China, in June 2005, and the Ph.D. degree in control theory and control engineering from Beihang University (BUAA), Beijing, China, in July 2010. He is currently a Full Professor with the Seventh Research Division and the School of Automation Science and Electrical Engineering, Beihang University (BUAA). From November 2012 to November 2013, he was a Visiting Scholar with the Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO, USA. His current research interests include multi-agent systems, data-driven control, and iterative learning control. Mingjun Du received the M.S. degree in mathematics and the Ph.D. degree in control theory and control engineering from Beihang University (BUAA), Beijing, China, in 2015 and 2020, respectively. He is currently with the School of Information and Automation Engineering, Qilu University of Technology (Shandong Academy of Science), Shandong, China. His current research interests include multi-agent systems and social opinion dynamics. Yuxin Wu received the B.S. degree in automation from North China Electric Power University, Beijing, China, in June 2017, and the M.S. degree in control theory and control engineering from Beihang University (BUAA), Beijing, China, in January 2020. She is currently working towards her Ph.D. degree in Beihang University (BUAA). Her research interests include multi-agent systems, data-driven control, and iterative learning control.

Chapter 1 Overview of signed networks.- Chapter 2 Preliminaries.-Chapter 3 Interval bipartite consensus.- Chapter 4 Bipartite containment tracking.- Chapter 5 Local disagreement characterization.- Chapter 6 Finite/fixed-time bipartite consensus.- Chapter 7 Analysis of dynamic signed networks.- Chapter 8 Analysis of mixed-order signed networks.- Chapter 9 Concluding remarks.

“The investigations of this monograph help to understand the basic properties of signed networks and the dynamic evolutions and disagreement behaviors of them, under which some instructive disagreement behavior analysis approaches are given. Several simulation examples illustrating the behavior of signed networks with different number of agents are presented.” (Petko Hr. Petkov, zbMATH 1514.93001, 2023)

Erscheinungsdatum	03.12.2023
Reihe/Serie	Intelligent Control and Learning Systems
Zusatzinfo	44 Illustrations, color; 3 Illustrations, black and white; XI, 228 p. 47 illus., 44 illus. in color.
Verlagsort	Singapore
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Sozialwissenschaften ► Soziologie
	Technik ► Elektrotechnik / Energietechnik
Schlagworte	Antagonistic interaction • Bipartite containment tracking • Disagreement analysis • Dynamic signed network • Extended structural balance theory • Finite/fixed-time bipartite consensus • Interval bipartite consensus • Mixed-order signed network • M-matrix analysis approach • Signed network
ISBN-10	981-19-5532-8 / 9811955328
ISBN-13	978-981-19-5532-7 / 9789811955327
Zustand	Neuware