Endre søk
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Improving Multi-actor Production, Inventory and Transportation Planning through Agent-Based Optimization
Blekinge Tekniska Högskola, Sektionen för datavetenskap och kommunikation.
Blekinge Tekniska Högskola, Sektionen för datavetenskap och kommunikation.
Blekinge Tekniska Högskola, Sektionen för datavetenskap och kommunikation.
2013 (engelsk)Inngår i: Agent and Multi-Agent Systems in Distributed Systems: Digital Economy and E-Commerce, Studies in Computational Intelligence / [ed] Hakansson, Anne; Hartung, Ronald, Berlin Heidelberg: Springer-Verlag , 2013, s. 1-31Kapittel i bok, del av antologi (Fagfellevurdert)
Abstract [en]

We present an agent-based optimization approach that is built upon the principles of Dantzig-Wolfe column generation, which is a classic reformulation technique. We show how the approach can be used to optimize production, inventory, and transportation, which may result in improved planning for the involved supply chain actors. An important advantage is the possibility to keep information locally when possible, while still enabling global optimization of supply chain activities. In particular, the approach can be used as strategic decision support to show how the involved actors may benefit from applying Vendor Managed Inventory (VMI). In a case study, the approach has been applied to a real-world integrated production, inventory and routing problem, and the results from our experiments indicate that an increased number of VMI customers may give a significant reduction of the total cost in the system. Moreover, we analyze the communication overhead that is caused by using an agent-based, rather than a traditional (non agent-based) approach to decomposition, and some advantages and disadvantages are discussed.

sted, utgiver, år, opplag, sider
Berlin Heidelberg: Springer-Verlag , 2013. s. 1-31
HSV kategori
Identifikatorer
URN: urn:nbn:se:bth-6842DOI: 10.1007/978-3-642-35208-9ISI: 000318255200002ISBN: 978-3-642-35207-2 (tryckt)OAI: oai:DiVA.org:bth-6842DiVA, id: diva2:834390
Tilgjengelig fra: 2013-12-02 Laget: 2013-02-19 Sist oppdatert: 2018-01-11bibliografisk kontrollert

Open Access i DiVA

Fulltekst mangler i DiVA

Andre lenker

Forlagets fulltekst

Personposter BETA

Holmgren, JohanPersson, Jan A.Davidsson, Paul

Søk i DiVA

Av forfatter/redaktør
Holmgren, JohanPersson, Jan A.Davidsson, Paul
Av organisasjonen

Søk utenfor DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetric

doi
isbn
urn-nbn
Totalt: 53 treff
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf