TY - JOUR
T1 - Constructive approach to the monotone rearrangement of functions
AU - Barbarino, Giovanni
AU - Bianchi, Davide
AU - Garoni, Carlo
N1 - Funding Information:
The first and third authors are members of the Research Group GNCS (Gruppo Nazionale per il Calcolo Scientifico) of INdAM (Istituto Nazionale di Alta Matematica). The second author is member of the Research Group GNAMPA (Gruppo Nazionale per l’Analisi Matematica, la Probabilità e le loro Applicazioni) of INdAM. This work has been supported by the MIUR Excellence Department Project awarded to the Department of Mathematics of the University of Rome Tor Vergata (CUP E83C18000100006 ) and by the Beyond Borders Programme of the University of Rome Tor Vergata through the Project ASTRID (CUP E84I19002250005 ).
Funding Information:
The first and third authors are members of the Research Group GNCS (Gruppo Nazionale per il Calcolo Scientifico) of INdAM (Istituto Nazionale di Alta Matematica). The second author is member of the Research Group GNAMPA (Gruppo Nazionale per l'Analisi Matematica, la Probabilit? e le loro Applicazioni) of INdAM. This work has been supported by the MIUR Excellence Department Project awarded to the Department of Mathematics of the University of Rome Tor Vergata (CUP E83C18000100006) and by the Beyond Borders Programme of the University of Rome Tor Vergata through the Project ASTRID (CUP E84I19002250005).
Publisher Copyright:
© 2021 Elsevier GmbH
PY - 2022
Y1 - 2022
N2 - We detail a simple procedure (easily convertible to an algorithm) for constructing, from quasi-uniform samples of f, a sequence of linear spline functions converging to the monotone rearrangement of f, in the case where f is an almost everywhere continuous function defined on a bounded set Ω with negligible boundary. Under additional assumptions on f and Ω, we prove that the convergence of the sequence is uniform. We also show that the same procedure applies to arbitrary measurable functions too, but with the substantial difference that in this case the procedure has only a theoretical interest and cannot be converted to an algorithm.
AB - We detail a simple procedure (easily convertible to an algorithm) for constructing, from quasi-uniform samples of f, a sequence of linear spline functions converging to the monotone rearrangement of f, in the case where f is an almost everywhere continuous function defined on a bounded set Ω with negligible boundary. Under additional assumptions on f and Ω, we prove that the convergence of the sequence is uniform. We also show that the same procedure applies to arbitrary measurable functions too, but with the substantial difference that in this case the procedure has only a theoretical interest and cannot be converted to an algorithm.
KW - Almost everywhere continuous functions
KW - Asymptotically uniform grids and quasi-uniform samples
KW - Generalized inverse distribution function
KW - Monotone rearrangement
KW - Quantile function
KW - Uniform convergence
UR - http://www.scopus.com/inward/record.url?scp=85119930376&partnerID=8YFLogxK
U2 - 10.1016/j.exmath.2021.10.004
DO - 10.1016/j.exmath.2021.10.004
M3 - Article
AN - SCOPUS:85119930376
SN - 0723-0869
VL - 40
SP - 155
EP - 175
JO - Expositiones Mathematicae
JF - Expositiones Mathematicae
IS - 1
ER -