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Algebraic-Graphical Approach for Signed Dynamical Networks
Australian Natl Univ, Australia.
Linköpings universitet, Institutionen för systemteknik, Reglerteknik. Linköpings universitet, Tekniska fakulteten.ORCID-id: 0000-0003-4142-6502
Univ Maryland, MD 20742 USA; Univ Maryland, MD 20742 USA.
2017 (Engelska)Ingår i: 2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), IEEE , 2017Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

A signed network is a network with each link associated with a positive or negative sign. Models for nodes interacting over such signed networks, where two types of interactions are defined along the positive and negative links, respectively, arise from various biological, social, political, and economical systems. Starting from standard consensus dynamics, there are two basic types of negative interactions along negative links, namely state flipping or relative-state flipping. In this paper, we provide an algebraic-graphical method serving as a systematic tool of studying these dynamics over signed networks. Utilizing generalized Perron-Frobenius theory, graph theory, and elementary algebraic recursions, we show this method is useful to establish a series of basic convergence results for dynamics over signed networks.

Ort, förlag, år, upplaga, sidor
IEEE , 2017.
Serie
IEEE Conference on Decision and Control, ISSN 0743-1546
Nationell ämneskategori
Reglerteknik
Identifikatorer
URN: urn:nbn:se:liu:diva-145490DOI: 10.1109/CDC.2017.8263943ISI: 000424696901155ISBN: 978-1-5090-2873-3 (tryckt)OAI: oai:DiVA.org:liu-145490DiVA, id: diva2:1187179
Konferens
IEEE 56th Annual Conference on Decision and Control (CDC)
Tillgänglig från: 2018-03-02 Skapad: 2018-03-02 Senast uppdaterad: 2018-03-02

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