<div class="csl-bib-body">
<div class="csl-entry">Musliu, N., Kletzander, L., & Mischek, F. (2024, June 3). <i>AI Techniques for Solving Scheduling Problems</i> [Presentation]. 34th International Conference on Automated Planning and Scheduling (ICAPS 2024), Banaff, Alberta, Canada. http://hdl.handle.net/20.500.12708/210992</div>
</div>
-
dc.identifier.uri
http://hdl.handle.net/20.500.12708/210992
-
dc.description.abstract
Scheduling problems arise in various areas, including business, engineering, healthcare, and others. In this tutorial, we will first present several scheduling problems and case studies from various application domains, such as project scheduling, production planning and scheduling, employee scheduling, and timetabling. We will then provide an overview of different AI methods for solving such problems. The topics covered will include solver-independent modeling, constraint programming, metaheuristic methods, and hybrid techniques. In the second part of the tutorial, we will discuss methods that use machine learning techniques for automatic algorithm selection and heuristic algorithm design. We will demonstrate the application of these techniques in several real-world domains.
en
dc.description.sponsorship
Christian Doppler Forschungsgesells
-
dc.language.iso
en
-
dc.subject
AI Techniques
en
dc.subject
Scheduling
en
dc.title
AI Techniques for Solving Scheduling Problems
en
dc.type
Presentation
en
dc.type
Vortrag
de
dc.relation.grantno
keine Angabe
-
dc.type.category
Presentation
-
tuw.project.title
CD Labor für Künstliche Intelligenz und Optimierung in Planung und Scheduling
-
tuw.researchinfrastructure
Universitäre Service-Einrichtung für Transmissionselektronenmikroskopie
-
tuw.researchTopic.id
I1
-
tuw.researchTopic.name
Logic and Computation
-
tuw.researchTopic.value
100
-
tuw.publication.orgunit
E192-02 - Forschungsbereich Databases and Artificial Intelligence
-
tuw.author.orcid
0000-0002-3992-8637
-
tuw.author.orcid
0000-0002-2100-7733
-
tuw.author.orcid
0000-0003-1166-3881
-
tuw.event.name
34th International Conference on Automated Planning and Scheduling (ICAPS 2024)
en
tuw.event.startdate
01-06-2024
-
tuw.event.enddate
06-06-2024
-
tuw.event.online
On Site
-
tuw.event.type
Event for scientific audience
-
tuw.event.place
Banaff, Alberta
-
tuw.event.country
CA
-
tuw.event.presenter
Musliu, Nysret
-
tuw.event.presenter
Kletzander, Lucas
-
tuw.event.presenter
Mischek, Florian
-
wb.sciencebranch
Informatik
-
wb.sciencebranch.oefos
1020
-
wb.sciencebranch.value
100
-
item.openairecristype
http://purl.org/coar/resource_type/R60J-J5BD
-
item.cerifentitytype
Publications
-
item.languageiso639-1
en
-
item.fulltext
no Fulltext
-
item.openairetype
conference presentation
-
item.grantfulltext
none
-
crisitem.author.dept
E192-02 - Forschungsbereich Databases and Artificial Intelligence
-
crisitem.author.dept
E192-02 - Forschungsbereich Databases and Artificial Intelligence
-
crisitem.author.dept
E192-02 - Forschungsbereich Databases and Artificial Intelligence
