Exact Spectra of Generalized Cubic Subdivision Matrices

The spectrum of a subdivision matrix controls local convergence near an extraordinary mesh element. For every surface valence n ≥ 3, Dietz's generalized cubic B-spline construction produces an initial-element matrix and a released double-ring matrix assembled from it and regular cubic stencils. The source established two independent 1/2-eigenvectors but left open whether 1/2 is subdominant, has exactly the expected multiplicity, and is semisimple. We resolve all three questions and give the complete spectra of both released surface matrices. A discrete Fourier transform reduces the initial matrix to one 3 × 3 block and n − 1 blocks of size 2 × 2; a phase-free block-triangular form gives the outer spectrum. Both matrices have a simple dominant eigenvalue 1, a semisimple subdominant eigenvalue 1/2 of algebraic and geometric multiplicity two, and no other eigenvalue of modulus at least 1/2. For n ≥ 5, the subsubdominant eigenvalue is 1/2 − 3π²/(4n²) + π⁴/(2n⁴) + O(n⁻⁶), explaining the vanishing spectral gap. A proved tensor identity gives the expected multiplicity three for the semi-regular initial-volume family. The analogous double-shell conclusion remains conditional on the tensor identity stated with a proof sketch in Dietz's source. Exact-identity checks, independent reconstructions, and Lean certificates accompany the paper. Fully irregular three-dimensional matrices and a complete C¹ theorem are not covered.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-14
DOI
https://doi.org/10.5281/zenodo.21925578
Primary Topic
Matrix Theory and Algorithms
Type
preprint
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preprint

Exact Spectra of Generalized Cubic Subdivision Matrices

Lennart Rudolph
Zenodo (CERN European Organization for Nuclear Research)
Matrix Theory and Algorithms
preprint

Exact Spectra of Generalized Cubic Subdivision Matrices

Lennart Rudolph
preprint en

Abstract

The spectrum of a subdivision matrix controls local convergence near an extraordinary mesh element. For every surface valence n ≥ 3, Dietz's generalized cubic B-spline construction produces an initial-element matrix and a released double-ring matrix assembled from it and regular cubic stencils. The source established two independent 1/2-eigenvectors but left open whether 1/2 is subdominant, has exactly the expected multiplicity, and is semisimple. We resolve all three questions and give the complete spectra of both released surface matrices. A discrete Fourier transform reduces the initial matrix to one 3 × 3 block and n − 1 blocks of size 2 × 2; a phase-free block-triangular form gives the outer spectrum. Both matrices have a simple dominant eigenvalue 1, a semisimple subdominant eigenvalue 1/2 of algebraic and geometric multiplicity two, and no other eigenvalue of modulus at least 1/2. For n ≥ 5, the subsubdominant eigenvalue is 1/2 − 3π²/(4n²) + π⁴/(2n⁴) + O(n⁻⁶), explaining the vanishing spectral gap. A proved tensor identity gives the expected multiplicity three for the semi-regular initial-volume family. The analogous double-shell conclusion remains conditional on the tensor identity stated with a proof sketch in Dietz's source. Exact-identity checks, independent reconstructions, and Lean certificates accompany the paper. Fully irregular three-dimensional matrices and a complete C¹ theorem are not covered.

Zenodo (CERN European Organization for Nuclear Research)
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Matrix Theory and Algorithms
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