Selected Concepts of MetaStructure: Cube, HyperCube, Matrix, Decision-Making, Neural Networks, Geometry, and Functions

A MetaStructure is a higher-level framework that regards collections of structures as single objects, endowed with natural operations that preserve isomorphisms across domains. An Iterated MetaStructure extends this idea recursively, producing successive layers in which structures of structures give rise to deeper hierarchical metalevels. In this work, we develop extensions of concepts such as Cube, HyperCube, Matrix, Decision-Making, Neural Networks, Geometry, and Functions within the settings of MetaStructure and Iterated MetaStructure. We further illustrate these extensions through simple yet concrete examples, highlighting both their mathematical generality and intuitive applicability.

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Publication Details

Published
2025-08-22
DOI
https://doi.org/10.31224/5158
Primary Topic
Advanced Research in Systems and Signal Processing
Type
article
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article

Selected Concepts of MetaStructure: Cube, HyperCube, Matrix, Decision-Making, Neural Networks, Geometry, and Functions

Takao Fujita
Advanced Research in Systems and Signal Processing
article

Selected Concepts of MetaStructure: Cube, HyperCube, Matrix, Decision-Making, Neural Networks, Geometry, and Functions

Takao Fujita
article en

Abstract

A MetaStructure is a higher-level framework that regards collections of structures as single objects, endowed with natural operations that preserve isomorphisms across domains. An Iterated MetaStructure extends this idea recursively, producing successive layers in which structures of structures give rise to deeper hierarchical metalevels. In this work, we develop extensions of concepts such as Cube, HyperCube, Matrix, Decision-Making, Neural Networks, Geometry, and Functions within the settings of MetaStructure and Iterated MetaStructure. We further illustrate these extensions through simple yet concrete examples, highlighting both their mathematical generality and intuitive applicability.

Openalex Percentile: Top 74%
Advanced Research in Systems and Signal Processing
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Selected Concepts of MetaStructure: Cube, HyperCube, Matrix, Decision-Making, Neural Networks, Geometry, and Functions — Takao Fujita · (2025) | TGRS Research Map | TGRS