Vokasi UNESA Bulletin of Engineering, Technology and Applied Science
Vol. 3 No. 2 (2026): (In Progress)

A Unified Framework for Hyperbolic and Ambiguous Spaces

Anoop Kumar Tiwari (Department of Computer Science and Information Technology, Central University of Haryana, Mahendergarh, India)



Article Info

Publish Date
11 Jun 2026

Abstract

The concept of space has been a fundamental aspect of mathematical and computational modeling, with Euclidean and hyperbolic spaces serving as classical frameworks. This article explores the transition from hyperbolic space to ambiguous space, establishing a novel comparative framework that integrates gyrovector spaces and ambiguous set theory. Hyperbolic space, characterized by non-Euclidean geometry, forms the foundation for many applications, including machine learning and network analysis. Gyrovector space, an extension of vector space under Möbius addition, provides a computationally efficient model for hyperbolic geometry. In contrast, ambiguous sets introduce a four-dimensional membership structure, enabling more nuanced representations of uncertainty and vagueness in decision-making contexts. The concept of ambiguous space is then developed as a generalized mathematical structure that incorporates elements from both hyperbolic geometry and ambiguous set theory. Finally, we demonstrate the applicability of ambiguous space in customer segmentation, where traditional clustering methods often fail to capture complex consumer behavior.

Copyrights © 2026






Journal Info

Abbrev

vubeta

Publisher

Subject

Computer Science & IT Engineering Mechanical Engineering Transportation

Description

Vokasi Unesa Bulletin Of Engineering, Technology and Applied Science is a peer-reviewed, Quarterly International Journal, that publishes high-quality theoretical and experimental papers of permanent interest, that have not previously been published in a journal, in the field of engineering, ...