Existence and Construction of Tangential and Anisotropic Bases in Finite-Dimensional Quadratic Spaces

This paper studies the existence and construction of bases consisting of tangential and anisotropic vectors in finite-dimensional quadratic spaces over fields of characteristic different from two. While classical theory guarantees the existence of orthogonal bases in regular quadratic spaces, the existence of bases governed by alternative geometric constraints such as tangency or isotropy has remained largely unexplored. We introduce determinant-based constructive methods extending the Gram–Schmidt process to arbitrary quadratic spaces, yielding systematic criteria for generating orthogonal, tangential, and isotropic families of vectors. Our main results establish necessary and sufficient conditions for the existence of tangential bases, including a characterization of regular spaces of positive index and strong algebraic obstructions in the hyperbolic case. In addition, we prove a general constructive existence theorem for isotropic bases in real regular quadratic spaces.

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Publication Details

Journal
Mathematics
Published
2026-03-09
DOI
https://doi.org/10.3390/math14050919
Primary Topic
Matrix Theory and Algorithms
Type
article
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Existence and Construction of Tangential and Anisotropic Bases in Finite-Dimensional Quadratic Spaces

Pedro Hurtado, John Moreno, Alexander Leones, Adolfo Pimienta
Mathematics
Matrix Theory and Algorithms
article

Existence and Construction of Tangential and Anisotropic Bases in Finite-Dimensional Quadratic Spaces

Pedro Hurtado, John Moreno, Alexander Leones, Adolfo Pimienta
article en

Abstract

This paper studies the existence and construction of bases consisting of tangential and anisotropic vectors in finite-dimensional quadratic spaces over fields of characteristic different from two. While classical theory guarantees the existence of orthogonal bases in regular quadratic spaces, the existence of bases governed by alternative geometric constraints such as tangency or isotropy has remained largely unexplored. We introduce determinant-based constructive methods extending the Gram–Schmidt process to arbitrary quadratic spaces, yielding systematic criteria for generating orthogonal, tangential, and isotropic families of vectors. Our main results establish necessary and sufficient conditions for the existence of tangential bases, including a characterization of regular spaces of positive index and strong algebraic obstructions in the hyperbolic case. In addition, we prove a general constructive existence theorem for isotropic bases in real regular quadratic spaces.

MathematicsVol. 14(5)
Universidad Simón Bolívar (CO), Corporación Universitaria Remington (CO)
Openalex Percentile: Top 29%
Matrix Theory and Algorithms
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