Feasible Spectral Region of Saturated Order Defect and Iterative Persistence

For two orthogonal projections P and Q, define the overlap operator T as the compression of PQP to the range of P. By setting sigma = 2P − I and nu = Q, the pair is embedded into an involution–idempotent algebra associated with the mathematical formulation of the Superposition Principle. The Hermitian residual order-defect operator is defined by R = i(nu sigma − sigma nu), and it satisfies the identity P R² P = 4 T(I − T) on the range of P. This identity places Jordan blocks, local noncommutativity in the CHSH operator, and persistence under von Neumann alternating projections under a common spectral structure. Two global invariants are introduced. The maximal residual order defect is delta(T) = 2 sqrt(||T(I − T)||), while the persistence endpoint rho(T) is the largest nonunit spectral value of T. In finite dimensions, the feasible pairs (rho, delta) are exactly characterized as follows: For 0 ≤ rho ≤ 1/2, delta = 2 sqrt(rho(1 − rho)). For 1/2 ≤ rho < 1, 2 sqrt(rho(1 − rho)) ≤ delta ≤ 1. Thus defect and persistence are constrained to a single curve in the fast-convergence regime but can vary independently in the slow-convergence regime. The paper also derives the interval of CHSH operator norms compatible with prescribed local persistence endpoints. In particular, maximal CHSH capability, reaching the Tsirelson value 2 sqrt(2), can coexist with arbitrarily slow alternating-projection convergence. The results show that a single defect norm does not determine long-term dynamics and motivate the use of a joint defect–persistence spectral profile.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-30
DOI
https://doi.org/10.5281/zenodo.21069758
Primary Topic
Matrix Theory and Algorithms
Type
preprint
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preprint

Feasible Spectral Region of Saturated Order Defect and Iterative Persistence

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

Feasible Spectral Region of Saturated Order Defect and Iterative Persistence

Chul Lee
preprint en

Abstract

For two orthogonal projections P and Q, define the overlap operator T as the compression of PQP to the range of P. By setting sigma = 2P − I and nu = Q, the pair is embedded into an involution–idempotent algebra associated with the mathematical formulation of the Superposition Principle. The Hermitian residual order-defect operator is defined by R = i(nu sigma − sigma nu), and it satisfies the identity P R² P = 4 T(I − T) on the range of P. This identity places Jordan blocks, local noncommutativity in the CHSH operator, and persistence under von Neumann alternating projections under a common spectral structure. Two global invariants are introduced. The maximal residual order defect is delta(T) = 2 sqrt(||T(I − T)||), while the persistence endpoint rho(T) is the largest nonunit spectral value of T. In finite dimensions, the feasible pairs (rho, delta) are exactly characterized as follows: For 0 ≤ rho ≤ 1/2, delta = 2 sqrt(rho(1 − rho)). For 1/2 ≤ rho < 1, 2 sqrt(rho(1 − rho)) ≤ delta ≤ 1. Thus defect and persistence are constrained to a single curve in the fast-convergence regime but can vary independently in the slow-convergence regime. The paper also derives the interval of CHSH operator norms compatible with prescribed local persistence endpoints. In particular, maximal CHSH capability, reaching the Tsirelson value 2 sqrt(2), can coexist with arbitrarily slow alternating-projection convergence. The results show that a single defect norm does not determine long-term dynamics and motivate the use of a joint defect–persistence spectral profile.

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