Article View: sci.math.num-analysis
Article #496help finding minimum volume simplex ?
From: joe
Date: Thu, 10 Sep 1992 02:08
Date: Thu, 10 Sep 1992 02:08
26 lines
1522 bytes
1522 bytes
G'day, I am working on a problem that requires fitting a simplex around a set of data points in n-dimensions. In other words, I have a set of n-dimensional points and I'd like to find the smallest (least "volume") n-d simplex (n+1 verices) that contains these points in its interior. Any pointers to previous work or ideas on how you have attacked similar problems would be appreciated. I am currently thinking of the problem in the light of linear programming, where I'm trying to find the constraints (the bounding hyperplanes) given these interior points. For instance : In 2-d my simplex will be a triangle formed by three hyperplanes (lines). I need to find the three lines that each separate the 2-d space into two halfspaces (one with all my data and one with none), and together form the triangle of minimum area that contain my data. And of course I want this to be generalized to any dimension, be robust, easy to code, not memory intensive, make me breakfast and wash my car :) Hope to hear from you soon. Joe -- - JOSEPH WILLIS BOARDMAN Email: joe@syd.deg.csiro.au Phone: 61-2-887-8884
Technical Details
Message-ID:
<1992Sep10.120856.152@degsyd.syd.deg.csiro.au>Path:
arc1-ca.pugleaf.net!sparky!uunet!munnari.oz.au!metro!dmssyd.syd.dms.CSIRO.AU!ditsydh.syd.dit.CSIRO.AU!degsyd.syd.deg.csiro.au!joeShow Full Headers
Complete Article Headers
Path: arc1-ca.pugleaf.net!sparky!uunet!munnari.oz.au!metro!dmssyd.syd.dms.CSIRO.AU!ditsydh.syd.dit.CSIRO.AU!degsyd.syd.deg.csiro.au!joe From: joe@degsyd.syd.deg.csiro.au Newsgroups: sci.math.num-analysis Subject: help finding minimum volume simplex ? Message-ID: <1992Sep10.120856.152@degsyd.syd.deg.csiro.au> Date: 10 Sep 92 12:08:53 +1000 Organization: CSIRO, Exploration Geoscience Lines: 26