Academic Journal

Constructive Approximation of Nonlinear Operators Based on Piecewise Interpolation Technique.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: Constructive Approximation of Nonlinear Operators Based on Piecewise Interpolation Technique.
Συγγραφείς: Torokhti, Anatoli1 (AUTHOR) anatoli.torokhti@gmail.com, Pudney, Peter1 (AUTHOR)
Πηγή: Axioms (2075-1680). Feb2026, Vol. 15 Issue 2, p91. 25p.
Θεματικοί όροι: *Nonlinear operators, *Interpolation, *Operator theory, *Approximation theory, *Pseudoinverses, *Mathematical analysis, *Lipschitz continuity, *Random variables
Περίληψη: Suppose K Y and K X are the image and the preimage of a nonlinear operator F : K Y → K X . It is supposed that the cardinality of each K Y and K X is N and N is large. We provide an approximation to the map F that requires prior information only on a few elements p from K Y , where p ≪ N , but still effectively represents F (K Y) . It is achieved under Lipschitz continuity assumptions. The device behind the proposed method is based on a special extension of the piecewise linear interpolation technique to the case of sets of stochastic elements. The proposed technique provides a single operator that transforms any element from the arbitrarily large set K Y . The operator is determined in terms of pseudo-inverse matrices so that it always exists. [ABSTRACT FROM AUTHOR]
Βάση Δεδομένων: Academic Search Index
Περιγραφή
ISSN:20751680
DOI:10.3390/axioms15020091