Publication:
Incorporating Imperfect Information in Decentralized Agent-Based Dynamic and Integrated Scheduling

cris.virtual.departmentAutomatisierungstechnik
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cris.virtual.departmentAutomatisierungstechnik
cris.virtual.department#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.departmentbrowseAutomatisierungstechnik
cris.virtual.departmentbrowseAutomatisierungstechnik
cris.virtual.departmentbrowseAutomatisierungstechnik
cris.virtual.departmentbrowseAutomatisierungstechnik
cris.virtualsource.department4aa8b883-16ae-4ceb-bb90-ebf0d049e28f
cris.virtualsource.department#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.departmentd27eae86-6d38-489c-b4c3-2eed27fb81cc
cris.virtualsource.department#PLACEHOLDER_PARENT_METADATA_VALUE#
dc.contributor.authorGehlhoff, Felix
dc.contributor.authorBusert, Timo
dc.contributor.authorLewin, Marcus
dc.contributor.authorFay, Alexander
dc.date.issued2018-10-22
dc.description.abstractDynamic markets drive the need for more flexible and robust production systems. Agents are a means to cope with this new reality by providing dynamic scheduling functionalities. However, agents have rarely made the step from research labs to real production environments so far. To perform in these environments, the agents need to cope with real and therefore often imperfect information. This holds especially true for agent-systems performing integrated scheduling of production and transportation processes using real-time location information. In this paper, a modeling framework is proposed that is based on accuracy, granularity, and frequency as universal quality dimensions for information that should be incorporated in decision-making. These dimensions are applied within an agent-based system that is to perform integrated dynamic scheduling in a real manufacturing environment.
dc.description.versionNA
dc.identifier.doi10.1109/ETFA.2018.8502454
dc.identifier.isbn9781538671085
dc.identifier.issn1946-0759
dc.identifier.issn1946-0740
dc.identifier.scopus2-s2.0-85057258578
dc.identifier.urihttps://openhsu.ub.hsu-hh.de/handle/10.24405/14926
dc.language.isoen
dc.publisherIEEE
dc.relation.conferenceIEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA); 04-07 September 2018, Turin, Italy
dc.relation.orgunitAutomatisierungstechnik
dc.rights.accessRightsmetadata only access
dc.subjectAgent-based Dynamic Scheduling
dc.subjectInformation Quality
dc.subjectReal-time Location Information
dc.titleIncorporating Imperfect Information in Decentralized Agent-Based Dynamic and Integrated Scheduling
dc.typeConference paper
dcterms.bibliographicCitation.booktitle2018 IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA)
dcterms.bibliographicCitation.originalpublisherplacePiscataway
dspace.entity.typePublication
hsu.peerReviewed
hsu.uniBibliography
oaire.citation.endPage823
oaire.citation.startPage816
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