The Apex Anchor Method: Extended Universal Framework & Mathematical Analysis (v13 Academic Edition)

This paper introduces The Apex Anchor Method (v13), a dynamic heuristic framework designed for rapidly accelerating non-linear functions. It features two operational modes: a Wide-Boundary Exploration Mode and a Localized High-Precision Engine operating within 1° proximity. Evaluated across a 50-workload industrial telemetry pass, the method yields organic error rates between 0.12% and 0.74% while maintaining sub-microsecond performance for real-time and embedded systems.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-28
DOI
https://doi.org/10.5281/zenodo.22141036
Primary Topic
Numerical Methods and Algorithms
Type
article
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article

The Apex Anchor Method: Extended Universal Framework & Mathematical Analysis (v13 Academic Edition)

Jainesh Patel
Zenodo (CERN European Organization for Nuclear Research)
Numerical Methods and Algorithms
article

The Apex Anchor Method: Extended Universal Framework & Mathematical Analysis (v13 Academic Edition)

Jainesh Patel
article en

Abstract

This paper introduces The Apex Anchor Method (v13), a dynamic heuristic framework designed for rapidly accelerating non-linear functions. It features two operational modes: a Wide-Boundary Exploration Mode and a Localized High-Precision Engine operating within 1° proximity. Evaluated across a 50-workload industrial telemetry pass, the method yields organic error rates between 0.12% and 0.74% while maintaining sub-microsecond performance for real-time and embedded systems.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 8%
Numerical Methods and Algorithms
DOIOpen Access PDFOpenAlex
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The Apex Anchor Method: Extended Universal Framework & Mathematical Analysis (v13 Academic Edition) — Jainesh Patel · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS