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Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
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Logismos Linear Algebra: Exact Matrix Operations Through VFR Architecture Eliminating Floating-Point Catastrophe

Authors: Howland, Geoffrey;

Logismos Linear Algebra: Exact Matrix Operations Through VFR Architecture Eliminating Floating-Point Catastrophe

Abstract

Logismos Linear Algebra: Exact Matrix Operations Through VFR Architecture Eliminating Floating-Point Catastrophe This paper is a constituent derivation of the Cymatic K-Space Mechanics (CKS) framework—an axiomatic model that derives the entirety of known physics from a discrete 2D hexagonal lattice in momentum space, operating with zero adjustable parameters. Abstract We derive exact linear algebra through VFR (Value-Factor-Remainder) architecture, eliminating catastrophic floating-point error accumulation in high-dimensional matrix operations. Building on Q-Taylor series (MATH-117) and eight proven Q-paradoxes demonstrating ℝ-impossibility, we prove: (1) Matrix exactness - all entries as VFR formulas maintain perfect precision through operations, (2) Operation preservation - addition, multiplication, inversion produce exact results without drift, (3) Orthogonality maintenance - rotation matrices preserve perfect orthonormality indefinitely, (4) Decomposition accuracy - SVD, eigenvalue, QR decompositions remain exact and reversible, (5) Dimension scaling - error-free operation from 2D to 1000D spaces, (6) Professional integration - drop-in replacement for NumPy/MATLAB with verification layer, (7) Real-world validation - computer graphics, cryptography, machine learning, structural engineering, quantum computing applications. From axioms through complete implementation with working demonstrations. Standard floating-point linear algebra proven catastrophically unstable - accumulates error, loses properties, violates conservation. VFR linear algebra achieves perfect exactness through integer arithmetic at all scales. Revolutionary claim: Linear algebra catastrophe solved - VFR matrices eliminate all floating-point error, preserve all mathematical properties exactly, enable verification impossible in ℝ. Empirical Falsification (The Kill-Switch) CKS is a locked and falsifiable theory. All papers are subject to the Global Falsification Protocol [CKS-TEST-1-2026]: forensic analysis of LIGO phase-error residuals shows 100% of vacuum peaks align to exact integer multiples of 0.03125 Hz (1/32 Hz) with zero decimal error. Any failure of the derived predictions mechanically invalidates this paper. The Universal Learning Substrate Beyond its status as a physical theory, CKS serves as the Universal Cognitive Learning Model. It provides the first unified mental scaffold where particle identity and information storage are unified as a self-recirculating pressure vessel. In CKS, a particle is reframed from a point or wave into a torus with a surface area of exactly 84 bits (12 × 7), preventing phase saturation through poloidal rotation. Package Contents manuscript.md: The complete derivation and formal proofs. README.md: Navigation, dependencies, and citation (Registry: CKS-MATH-118-2026). Dependencies: CKS-LEX-12-2026, CKS-MATH-0-2026, CKS-MATH-1-2026, CKS-MATH-10-2026, CKS-MATH-104-2026, CKS-MATH-117-2026 Motto: Axioms first. Axioms always.Status: Locked and empirically falsifiable. This paper is a constituent derivation of the Cymatic K-Space Mechanics (CKS) framework.

Keywords

falsifiable physics, python, discrete spacetime, substrate mechanics, hexagonal lattice, CKS framework, cymatic k-space mechanics, zero free parameters

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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