<div class="csl-bib-body">
<div class="csl-entry">Limmer, S., Varga, J., & Raidl, G. R. (2023). An Evolutionary Approach for Scheduling a Fleet of Shared Electric Vehicles. In J. G. M. Correia, S. Smith, & R. Qaddoura (Eds.), <i>Applications of Evolutionary Computation : 26th European Conference, EvoApplications 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12–14, 2023, Proceedings</i> (pp. 3–18). Springer. https://doi.org/10.1007/978-3-031-30229-9_1</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/192522
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dc.description.abstract
In the present paper, we investigate the management of a fleet of electric vehicles. We propose a hybrid evolutionary approach for solving the problem of simultaneously planning the charging of electric vehicles and the assignment of electric vehicles to a set of reservations. The reservation assignment is optimized with an evolutionary algorithm while linear programming is used to compute optimal charging schedules. The evolutionary algorithm uses an indirect encoding and a problem-specific crossover operator. Furthermore, we propose the use of a surrogate fitness function. Experimental results on problem instances with up to 100 vehicles and 1600 reservations show that the proposed approach is able to notably outperform two approaches based on mixed integer linear programming.
en
dc.language.iso
en
-
dc.relation.ispartofseries
Lecture Notes in Computer Science
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dc.subject
Electric vehicles
en
dc.subject
eMaaS
en
dc.subject
Evolutionary algorithm
en
dc.subject
Mixed integer linear programming
en
dc.subject
Scheduling
en
dc.title
An Evolutionary Approach for Scheduling a Fleet of Shared Electric Vehicles
en
dc.type
Inproceedings
en
dc.type
Konferenzbeitrag
de
dc.contributor.affiliation
Honda Research Institute Europe GmbH, Germany
-
dc.relation.isbn
978-3-031-30229-9
-
dc.description.startpage
3
-
dc.description.endpage
18
-
dc.type.category
Full-Paper Contribution
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tuw.booktitle
Applications of Evolutionary Computation : 26th European Conference, EvoApplications 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12–14, 2023, Proceedings
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tuw.container.volume
13989
-
tuw.peerreviewed
true
-
tuw.relation.publisher
Springer
-
tuw.relation.publisherplace
Cham
-
tuw.researchTopic.id
I1
-
tuw.researchTopic.name
Logic and Computation
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tuw.researchTopic.value
100
-
tuw.publication.orgunit
E192-01 - Forschungsbereich Algorithms and Complexity
-
tuw.publisher.doi
10.1007/978-3-031-30229-9_1
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dc.description.numberOfPages
16
-
tuw.author.orcid
0000-0003-2385-7886
-
tuw.author.orcid
0000-0003-1413-7115
-
tuw.author.orcid
0000-0002-3293-177X
-
tuw.editor.orcid
0000-0002-8848-0824
-
tuw.editor.orcid
0000-0002-9989-5398
-
tuw.editor.orcid
0000-0001-8979-2654
-
tuw.event.name
26th European Conference, EvoApplications 2023
en
tuw.event.startdate
12-04-2023
-
tuw.event.enddate
14-04-2023
-
tuw.event.online
On Site
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tuw.event.type
Event for scientific audience
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tuw.event.place
Brno
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tuw.event.country
CZ
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tuw.event.presenter
Varga, Johannes
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wb.sciencebranch
Informatik
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wb.sciencebranch
Mathematik
-
wb.sciencebranch.oefos
1020
-
wb.sciencebranch.oefos
1010
-
wb.sciencebranch.value
80
-
wb.sciencebranch.value
20
-
item.languageiso639-1
en
-
item.openairecristype
http://purl.org/coar/resource_type/c_5794
-
item.openairetype
conference paper
-
item.cerifentitytype
Publications
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item.fulltext
no Fulltext
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item.grantfulltext
restricted
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crisitem.author.dept
Honda Research Institute Europe GmbH, Germany
-
crisitem.author.dept
E192-01 - Forschungsbereich Algorithms and Complexity
-
crisitem.author.dept
E192-01 - Forschungsbereich Algorithms and Complexity
