A linear gap for the maximal cp-rank

We prove that the maximal cp-rank pₙ satisfies pₙ ≥ n(n−3)/2 for odd n ≥ 5 and pₙ ≥ n(n−3)/2 − 1 for even n ≥ 6. Together with the known upper bound pₙ ≤ n(n+1)/2 − 4, this gives pₙ = n²/2 + O(n). Version 2 (28 September 2026) adds a citation to Hildebrand's order-five copositive family (Linear Algebra Appl. 437 (2012) 1538–1547). The results and proofs are unchanged.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-28
DOI
https://doi.org/10.5281/zenodo.23003305
Primary Topic
Tensor decomposition and applications
Type
preprint
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preprint

A linear gap for the maximal cp-rank

Yair Lavi
Zenodo (CERN European Organization for Nuclear Research)
Tensor decomposition and applications
preprint

A linear gap for the maximal cp-rank

Yair Lavi
preprint en

Abstract

We prove that the maximal cp-rank pₙ satisfies pₙ ≥ n(n−3)/2 for odd n ≥ 5 and pₙ ≥ n(n−3)/2 − 1 for even n ≥ 6. Together with the known upper bound pₙ ≤ n(n+1)/2 − 4, this gives pₙ = n²/2 + O(n). Version 2 (28 September 2026) adds a citation to Hildebrand's order-five copositive family (Linear Algebra Appl. 437 (2012) 1538–1547). The results and proofs are unchanged.

Zenodo (CERN European Organization for Nuclear Research)
Tensor decomposition and applications
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A linear gap for the maximal cp-rank — Yair Lavi · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS