Multivaluedness_in_Networks__Theory (Post-Proof)©.pdf (275.29 kB)
Download fileMultivaluedness in Networks: Theory
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 the work presented here is that it contributes toward the theory of systems and networks as well as toward the arsenal of tools for studying networks.
Funding
Carl and Emily Fuchs Foundation, South Africa
Innovation and Technology Funding (ITF) of the Hong Kong Special Administrative Region, China [ITS/359/17]
History
Email Address of Submitting Author
mavanwyk@gmail.comORCID of Submitting Author
https://orcid.org/0000-0002-4519-1475Submitting Author's Institution
The University of the Witwatersrand, Johannesburg, South Afriica & City University of Hong Kong, Hong Kong SAR, ChinaSubmitting Author's Country
- South Africa
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Keywords
Big data scienceCascaded SystemsComplex NetworksCounter-Cascaded SystemsDistributed Measurement SystemsFunctional UniformizationImmanenceMixed ModelingMultivaluednessMultivalued FunctionMultivalued Relationnetwork analysis resultsnetwork science methodsNetworked SystemsNeural NetworksNode RationalizationNonlinear SystemsStructural ReductionTranscendenceSingle-ValuednessSingle-Valued RelationWell-Defined Mapping