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Adaptive and dynamic scheduling for robust production planning

  • Creating a schedule to perform certain actions in a realworld environment typically involves multiple types of uncertainties. To create a plan which is robust towards uncertainties, it must stay flexible while attempting to be reliable and as close to optimal as possible. A plan is reliable if an adjustment to accommodate for a new requirement causes only a few disruptions. The system needs to be able to adapt to the schedule if unforeseen circumstances make planned actions impossible, or if an unlikely event would enable the system to follow a better path. To handle uncertainties, the used methods need to be dynamic and adaptive. The planning algorithms must be able to re-schedule planned actions and need to adapt the previously created plan to accommodate new requirements without causing critical disruptions to other required actions.

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Metadaten
Author:David Hutter, Michael Hellwig, Adam Jatowt
Document Type:Other
Language:English
Year of publication:2023
Release Date:2024/01/08
Volume:2023
Number of pages:2
Organisationseinheit:Forschung / Forschungszentrum Business Informatics
Open Access?:ja
Publicationlist:Hellwig, Michael
Hutter, David
Licence (German):License LogoUrhG - The Austrian Copyright Act applies - Es gilt das österr. Urheberrechtsgesetz