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Identifying Linear Combinations of Ridge Functions

✍ Scribed by Martin D Buhmann; Allan Pinkus

Publisher
Elsevier Science
Year
1999
Tongue
English
Weight
109 KB
Volume
22
Category
Article
ISSN
0196-8858

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✦ Synopsis

This paper is about an inverse problem. We assume we are given a function f x m Ž i . which is some sum of ridge functions of the form Ý g a и x and we just know

an upper bound on m. We seek to identify the functions g and also to identify the i directions a i from such limited information. Several ways to solve this nonlinear problem are discussed in this work.

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