Title :
Comments on "The unreasonable effectiveness of neural network approximation" [with reply]
Author :
Lavretsky, Eugene
Author_Institution :
Phantom Works, Boeing Co., Longbeach, CA, USA
fDate :
3/1/2001 12:00:00 AM
Abstract :
This paper discusses the misleading nature of the rate of approximation result reported in the paper by Dingankar (ibid. vol.44, 1999). In reply, Dingankar explains why the original statement of the theorem in that paper is correct as it stands, and clarifies the statements in the original paper. He points out how a proper understanding of the terminology resolves the first objection of the commentator and briefly outlines the directions he is pursuing in a separate research based on the second and the third recommendations.
Keywords :
function approximation; neural nets; approximation rate; neural network; rational approximation; Asymptotic stability; Automatic control; Equations; Error correction; Large-scale systems; Neural networks; Output feedback; Robust control; State feedback;
Journal_Title :
Automatic Control, IEEE Transactions on