Hyperparameter search in periodic vehicle routing problem
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27740%2F19%3A10242206" target="_blank" >RIV/61989100:27740/19:10242206 - isvavai.cz</a>
Result on the web
<a href="https://www.matec-conferences.org/articles/matecconf/abs/2019/08/matecconf_ictle2019_01003/matecconf_ictle2019_01003.html" target="_blank" >https://www.matec-conferences.org/articles/matecconf/abs/2019/08/matecconf_ictle2019_01003/matecconf_ictle2019_01003.html</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1051/matecconf/201925901003" target="_blank" >10.1051/matecconf/201925901003</a>
Alternative languages
Result language
angličtina
Original language name
Hyperparameter search in periodic vehicle routing problem
Original language description
The large number of real-world applications have shown that the use of computational method for distribution process planning produces substantial savings. Many of these applications lead to problem generally known as Vehicle Routing Problem. The real-world applications are highly computationally demanding for larger instances. This article aims to show the possibilities and benefits of using hyperparameter search for solving the Periodic Vehicle Routing Problem for exhausted oil collection by execution on the supercomputing infrastructure using HyperLoom platform. HyperLoom is an open source platform for defining and executing scientific pipelines in a distributed environment. This experiment was run on the supercomputer Salomon operated by IT4Innovations.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MATEC Web of Conferences
ISBN
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ISSN
2261-236X
e-ISSN
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Number of pages
5
Pages from-to
5
Publisher name
EDP Sciences
Place of publication
Paříž
Event location
Bangkok
Event date
Aug 3, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000471300400003