Combining Binary Decision Diagrams and Backtracking Search for Scalable Backtrack-Free Interactive Product Configuration

Andreas Hau Nørgaard, Morten Riiskjær Boysen, Rune Møller Jensen, Peter Tiedemann

Publikation: Konference artikel i Proceeding eller bog/rapport kapitelKonferencebidrag i proceedingsForskningpeer review

Abstrakt

This paper demonstrates how to lower the average response time of search-based interactive configurators using over and under approximations of the configuration problem represented by binary decision diagrams (BDDs) on problems where fast configurators using monolithic BDDs are intractable. The paper introduces several ways to build the approximations and our experimental evaluation on industrial data shows that a search driven extension of the approximations substantially outperforms both purely search-based and purely BDDbased interactive configurators.

OriginalsprogEngelsk
TitelProceedings of the 21st International Joint Conferences on Artificial Intelligence (IJCAI-09) Workshop on Configuration
ForlagAAAI Press
Publikationsdato2009
StatusUdgivet - 2009
Begivenhed21st International Joint Conferences on Artificial Intelligence (IJCAI-09) Workshop on Configuration - Pasadena, California, USA
Varighed: 11 jul. 200917 jul. 2009

Konference

Konference21st International Joint Conferences on Artificial Intelligence (IJCAI-09) Workshop on Configuration
Land/OmrådeUSA
ByPasadena, California
Periode11/07/200917/07/2009

Fingeraftryk

Dyk ned i forskningsemnerne om 'Combining Binary Decision Diagrams and Backtracking Search for Scalable Backtrack-Free Interactive Product Configuration'. Sammen danner de et unikt fingeraftryk.

Citationsformater