Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
A new algorithm for constructing optimal experimental designs
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.ORCID iD: 0000-0002-6216-6132
1998 (English)Report (Other academic)
Abstract [en]

In any experimental science we are sometimes confronted with new experimental situations, where underlying physical models are unknown. After a first attempt at identifying physical variables that could effect the experimental result, we need to perform what is called a screening experiment. The objective is to conduct a small number of experiments that span as much of the experimental space as possible, to merit further experiments in smaller, more promising test systems. In this report we present an algorithm that, given a set of possible experiments, selects a subset of these. The selection is designed to cover as much variation as possible in the experimental space, and to assure a minimized expected mean squared error in the model parameter estimation. We verified the algorithm with an example taken from organic synthesis.

Place, publisher, year, edition, pages
Luleå: Luleå tekniska universitet, 1998. , 18 p.
Series
Research report / Luleå University of Technology, ISSN 1402-1528 ; 1998:15
National Category
Signal Processing
Research subject
Signal Processing
Identifiers
URN: urn:nbn:se:ltu:diva-24330Local ID: a83b0500-7c8f-11dc-b50c-000ea68e967bOAI: oai:DiVA.org:ltu-24330DiVA: diva2:997382
Note
Godkänd; 1998; 20071017 (margjo)Available from: 2016-09-29 Created: 2016-09-29 Last updated: 2017-11-24Bibliographically approved

Open Access in DiVA

fulltext(368 kB)3 downloads
File information
File name FULLTEXT01.pdfFile size 368 kBChecksum SHA-512
f6d30697950d8a0338454ffc5366d8dc18631b028d1759d0830fb9aa65c83e1385b4e41f4f4566642fe7c7f378c5b3a18257db5555c4f36f82c93ec3381d0983
Type fulltextMimetype application/pdf

Search in DiVA

By author/editor
Carlson, Johan E.Grennberg, Anders
By organisation
Signals and Systems
Signal Processing

Search outside of DiVA

GoogleGoogle Scholar
Total: 3 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

urn-nbn

Altmetric score

urn-nbn
Total: 4 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf