Integra: Journal of Integrated Mathematics and Computer Science
Vol. 3 No. 1 (2026): March

Note for Soft MultiExpert Graph and MultiSoft MultiExpert Graph

Fujita, Takaaki (Unknown)



Article Info

Publish Date
18 Mar 2026

Abstract

This paper studies multilevel extensions of soft-set-based graph models for uncertainty aware decision support. We first recall soft, multisoft, soft expert, and multisoft multi expert sets, which encode parameterized and expert-dependent approximations of a universe. Building on these notions, we introduce the MultiSoft Graph, a family of induced subgraphs of a given graph indexed by multilevel parameter blocks, and show that it strictly generalizes classical soft graphs while inducing a canonical multisoft set on the vertex set. We then define Soft MultiExpert Graphs and MultiSoft MultiExpert Graphs, providing a unified framework that jointly handles graph topology, multiple parameters, and expert opinions.

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Journal Info

Abbrev

integra

Publisher

Subject

Computer Science & IT Mathematics

Description

Integra : Journal of Integrated Mathematics and Computer Science is the international journal in the field of Mathematics and Computer Science. Integra : Journal of Integrated Mathematics and Computer Science publish original research work both in a full article or in a short communication form, ...