umu.sePublikationer
Ändra sökning
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Integrating Multi-agent Simulations into Enterprise Application Landscapes
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. Signavio GmbH, Berlin, Germany. (Interactive and Intelligent Systems Group)ORCID-id: 0000-0002-6458-2252
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. AI-Robolab/ICR, Computer Science and Communications, University of Luxembourg, Esch-sur-Alzette, Luxembourg.ORCID-id: 0000-0001-7784-6176
2019 (Engelska)Ingår i: Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection. PAAMS 2019 / [ed] De La Prieta F. et al., 2019, s. 100-111Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

To cope with increasingly complex business, political, and economic environments, agent-based simulations (ABS) have been proposed for modeling complex systems such as human societies, transport systems, and markets. ABS enable experts to assess the influence of exogenous parameters (e.g., climate changes or stock market prices), as well as the impact of policies and their long-term consequences. Despite some successes, the use of ABS is hindered by a set of interrelated factors. First, ABS are mainly created and used by researchers and experts in academia and specialized consulting firms. Second, the results of ABS are typically not automatically integrated into the corresponding business process. Instead, the integration is undertaken by human users who are responsible for adjusting the implemented policy to take into account the results of the ABS. These limitations are exacerbated when the results of the ABS affect multi-party agreements (e.g., contracts) since this requires all involved actors to agree on the validity of the simulation, on how and when to take its results into account, and on how to split the losses/gains caused by these changes. To address these challenges, this paper explores the integration of ABS into enterprise application landscapes. In particular, we present an architecture that integrates ABS into cross-organizational enterprise resource planning (ERP) processes. As part of this, we propose a multi-agent systems simulator for the Hyperledger blockchain and describe an example supply chain management scenario type to illustrate the approach.

Ort, förlag, år, upplaga, sidor
2019. s. 100-111
Serie
Communications in Computer and Information Science ; 1047
Nyckelord [en]
Agent-Based Simulation, Business rules, Decision support systems, Business process management
Nationell ämneskategori
Datorteknik
Forskningsämne
datalogi
Identifikatorer
URN: urn:nbn:se:umu:diva-161262DOI: 10.1007/978-3-030-24299-2_9ISBN: 978-3-030-24298-5 (tryckt)ISBN: 978-3-030-24299-2 (digital)OAI: oai:DiVA.org:umu-161262DiVA, id: diva2:1333299
Konferens
17th International Conference on Practical Applications of Agents and Multi-Agent Systems, Ávila, Spain, 26th-28th June, 2019
Forskningsfinansiär
Wallenberg AI, Autonomous Systems and Software Program (WASP)Tillgänglig från: 2019-07-01 Skapad: 2019-07-01 Senast uppdaterad: 2019-07-03Bibliografiskt granskad

Open Access i DiVA

Fulltext saknas i DiVA

Övriga länkar

Förlagets fulltext

Personposter BETA

Najjar, Amro

Sök vidare i DiVA

Av författaren/redaktören
Kampik, TimotheusNajjar, Amro
Av organisationen
Institutionen för datavetenskap
Datorteknik

Sök vidare utanför DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetricpoäng

doi
isbn
urn-nbn
Totalt: 44 träffar
RefereraExporteraLänk till posten
Permanent länk

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