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Multivaluedness in Networks: Theory

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

This brief note reports the fundamental phenomenon of implicit multivaluedness exhibited from one output to the other of two node-systems with a common input-referred to as counter-cascaded1 systems-under the appropriate conditions. The novel concepts of immanence and transcendence are introduced upon which the formulation and prove of a necessary and sufficient condition for multivaluedness are based; this is the main result of this note. Next, subsequent consequences of this result are presented. Among these is the fact that this result also holds for cascaded generalized systems. The novel application of structural complexity reduction in directed networks presented next, demonstrates the utility of multivaluedness and is itself a contribution to the theory of signals and systems. The significance of this brief presented here is that it contributes toward the theory of systems and networks as well as toward the arsenal of tools for studying networks.
Original languageEnglish
Pages (from-to)3462-3466
JournalIEEE Transactions on Circuits and Systems II: Express Briefs
Volume67
Issue number12
Online published28 Apr 2020
DOIs
Publication statusPublished - Dec 2020

Bibliographical note

Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).

Research Keywords

  • Circuits and systems
  • Neural networks
  • Complexity theory
  • Tools
  • Indexes
  • Distributed databases
  • Big data
  • cascaded systems
  • complex networks
  • counter-cascaded systems
  • distributed measurement systems
  • functional uniformization
  • immanence
  • mixed modeling
  • multivaluedness
  • multivalued function
  • multivalued relation
  • network analysis
  • network science
  • networked systems
  • node rationalization
  • nonlinear systems
  • structural reduction
  • transcendence
  • single-valuedness
  • single-valued relation
  • well-defined mapping

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