Finite Forward-Iterate Schröder Approximation from Geometric Richardson Extrapolation: Reciprocal Filters and Exact Paired Remainders

This theorem note develops a finite forward-iterate realization of geometric Richardson extrapolation through Schröder–Koenigs conjugacy. For an odd analytic germ \(\Phi\), with local inverse \(H=\Phi^{-1}\), the conjugated multiplication map \(S_m(x)=\Phi(mH(x))\) converts geometric Richardson data into finite fixed-weight combinations of forward iterates of \(S_m\). The construction yields reciprocal composition-side and scale-side filters, exact paired remainder identities, explicit first-surviving coefficients and skipped-mode order jumps, an active-mode uniqueness criterion, and finite exact recovery for truncated analytic germs. For the sine/arcsine specialization with odd integer \(m\), the forward maps reduce to classical Chebyshev multiple-angle polynomials. Schröder–Koenigs linearization, composition-operator eigenfunctions, geometric-node Richardson extrapolation, and Richardson order jumps are classical ingredients and are not claimed as new. The emphasis of the present work is the explicit finite forward-iterate realization, its reciprocal pairing with the shrinking-scale filter, and the exact paired remainder formulas in the original variable. Version 0.2.1.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-03
DOI
https://doi.org/10.5281/zenodo.23122616
Primary Topic
Model Reduction and Neural Networks
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Finite Forward-Iterate Schröder Approximation from Geometric Richardson Extrapolation: Reciprocal Filters and Exact Paired Remainders

C. Wayne Baker
Zenodo (CERN European Organization for Nuclear Research)
Model Reduction and Neural Networks
preprint

Finite Forward-Iterate Schröder Approximation from Geometric Richardson Extrapolation: Reciprocal Filters and Exact Paired Remainders

C. Wayne Baker
preprint en

Abstract

This theorem note develops a finite forward-iterate realization of geometric Richardson extrapolation through Schröder–Koenigs conjugacy. For an odd analytic germ \(\Phi\), with local inverse \(H=\Phi^{-1}\), the conjugated multiplication map \(S_m(x)=\Phi(mH(x))\) converts geometric Richardson data into finite fixed-weight combinations of forward iterates of \(S_m\). The construction yields reciprocal composition-side and scale-side filters, exact paired remainder identities, explicit first-surviving coefficients and skipped-mode order jumps, an active-mode uniqueness criterion, and finite exact recovery for truncated analytic germs. For the sine/arcsine specialization with odd integer \(m\), the forward maps reduce to classical Chebyshev multiple-angle polynomials. Schröder–Koenigs linearization, composition-operator eigenfunctions, geometric-node Richardson extrapolation, and Richardson order jumps are classical ingredients and are not claimed as new. The emphasis of the present work is the explicit finite forward-iterate realization, its reciprocal pairing with the shrinking-scale filter, and the exact paired remainder formulas in the original variable. Version 0.2.1.

Zenodo (CERN European Organization for Nuclear Research)
Model Reduction and Neural Networks
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Finite Forward-Iterate Schröder Approximation from Geometric Richardson Extrapolation: Reciprocal Filters and Exact Paired Remainders — C. Wayne Baker · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS