🚀 go-pugleaf

RetroBBS NetNews Server

Inspired by RockSolid Light RIP Retro Guy

Article View: sci.math.num-analysis
Article #640

Least Squares Fitting or Cubic Splines?

#640
From: Louis G. Stern
Date: Thu, 15 Oct 1992 16:23
25 lines
1852 bytes
I'm posting this problem for a friend, and I don't have easy access
to usenet, so please reply by e-mail.  I will post a summary of the
replies.

The problem:  I have some reasonably good data, 2 pi periodic, which
indicates where, on the inside of a tube, there are holes and bends.
While it is perfectly obvious visually, I'd like to fit the data with
a fairly smooth curve that does *not* incorporate the holes, but *does*
capture most of the bends.  I have tried one approach:  a least-squares
fit of the data to the first 5 cos/sin frequencies, then weighting the
data inversely as their distance from the fit and trying again.  After
several iterations most of the outliers are not counted in the fit.  This
doesn't work so well when the pipe is bent, though, because the cross
section of a bent pipe incorporates a lot of high frequency information!

The other idea is this:  is there some way to pick a 'sufficient' number
of control points in the data automatically, without including the outliers
(such as might arise from pits in the pipe), and generate a cubic or
exponential spline that fits well with the rest of the data?  Has anyone
come across some combination of splines + least-squared fitting before?

I would appreciate references to articles, textbooks, et al.

L.G. 'Ted' Stern
lstern@orville.nas.nasa.gov
Technical Details
Message-ID: <LSTERN.92Oct15162328@orville.nas.nasa.gov>
Path: arc1-ca.pugleaf.net!sparky!uunet!convex!darwin.sura.net!sgiblab!sdd.hp.com!uakari.primate.wisc.edu!ames!data.nas.nasa.gov!data!lstern

Show Full Headers
Complete Article Headers
Newsgroups: sci.math.num-analysis
Path: arc1-ca.pugleaf.net!sparky!uunet!convex!darwin.sura.net!sgiblab!sdd.hp.com!uakari.primate.wisc.edu!ames!data.nas.nasa.gov!data!lstern
From: lstern@orville.nas.nasa.gov (Louis G. Stern)
Subject: Least Squares Fitting or Cubic Splines?
Sender: news@nas.nasa.gov (News Administrator)
Organization: Numerical Aerodynamic Simulation, NASA Ames
Date: 15 Oct 92 16:23:28
Message-ID: <LSTERN.92Oct15162328@orville.nas.nasa.gov>
Distribution: sci.math.num-analysis
Lines: 25