Extensions and explorations of the elastic arms algorithm
(1993) In Computer Physics Communications 77(1). p.19-32- Abstract
The deformable templates method for track finding in high energy physics is reviewed and extended to handle multiple and secondary vertex positions. An automatized minimization method that handles different types of parametrizations is derived. It is based on the gradient descent method but modified with an explicit calculation of the natural metric. Also a simplified and more intuitive derivation of the algorithm using Potts mean field theory equations is given.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/ae198e69-b16e-41ca-8382-76f9a8363029
- author
- Ohlsson, Mattias LU
- organization
- publishing date
- 1993
- type
- Contribution to journal
- publication status
- published
- subject
- in
- Computer Physics Communications
- volume
- 77
- issue
- 1
- pages
- 14 pages
- publisher
- Elsevier
- external identifiers
-
- scopus:0027668007
- ISSN
- 0010-4655
- DOI
- 10.1016/0010-4655(93)90033-9
- language
- English
- LU publication?
- yes
- id
- ae198e69-b16e-41ca-8382-76f9a8363029
- date added to LUP
- 2017-05-19 13:50:49
- date last changed
- 2024-01-13 21:23:05
@article{ae198e69-b16e-41ca-8382-76f9a8363029, abstract = {{<p>The deformable templates method for track finding in high energy physics is reviewed and extended to handle multiple and secondary vertex positions. An automatized minimization method that handles different types of parametrizations is derived. It is based on the gradient descent method but modified with an explicit calculation of the natural metric. Also a simplified and more intuitive derivation of the algorithm using Potts mean field theory equations is given.</p>}}, author = {{Ohlsson, Mattias}}, issn = {{0010-4655}}, language = {{eng}}, number = {{1}}, pages = {{19--32}}, publisher = {{Elsevier}}, series = {{Computer Physics Communications}}, title = {{Extensions and explorations of the elastic arms algorithm}}, url = {{http://dx.doi.org/10.1016/0010-4655(93)90033-9}}, doi = {{10.1016/0010-4655(93)90033-9}}, volume = {{77}}, year = {{1993}}, }