Multicriteria vehicle routing problem solved by artificial immune system

Multicriteria vehicle routing problem solved by artificial immune system

Vehicles route planning in large transportation companies, where drivers are workers, usually takes place on the basis of experience or intuition of the employees. Because of the cost and environmental protection, it is important to save fuel, thus planning routes in an optimal way. In this article...

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Bibliographic Details
Main Author: Bogna MRÓWCZYŃSKA
Format: Article
Language:English
Published: Silesian University of Technology 2015-09-01
Series:Transport Problems
Subjects:
vehicle routing problem
multi-vehicle
artificial intelligence
artificial immune system
clonal selection
Online Access:http://transportproblems.polsl.pl/pl/Archiwum/2015/zeszyt3/2015t10z3_14.pdf
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spelling doaj-dae9c457f121439eace1bc6dc817d43f2020-11-25T00:31:20ZengSilesian University of TechnologyTransport Problems1896-05962300-861X2015-09-01103141152Multicriteria vehicle routing problem solved by artificial immune systemBogna MRÓWCZYŃSKA0Silesian University of Technology, Faculty of TransportVehicles route planning in large transportation companies, where drivers are workers, usually takes place on the basis of experience or intuition of the employees. Because of the cost and environmental protection, it is important to save fuel, thus planning routes in an optimal way. In this article an example of the problem is presented solving delivery vans route planning taking into account the distance and travel time within the constraints of vehicle capacities, restrictions on working time of drivers and having varying degrees of movement. An artificial immune system was used for the calculations.http://transportproblems.polsl.pl/pl/Archiwum/2015/zeszyt3/2015t10z3_14.pdfvehicle routing problemmulti-vehicleartificial intelligenceartificial immune systemclonal selection
collection DOAJ
language English
format Article
sources DOAJ
author Bogna MRÓWCZYŃSKA
spellingShingle Bogna MRÓWCZYŃSKA
Multicriteria vehicle routing problem solved by artificial immune system
Transport Problems
vehicle routing problem
multi-vehicle
artificial intelligence
artificial immune system
clonal selection
author_facet Bogna MRÓWCZYŃSKA
author_sort Bogna MRÓWCZYŃSKA
title Multicriteria vehicle routing problem solved by artificial immune system
title_short Multicriteria vehicle routing problem solved by artificial immune system
title_full Multicriteria vehicle routing problem solved by artificial immune system
title_fullStr Multicriteria vehicle routing problem solved by artificial immune system
title_full_unstemmed Multicriteria vehicle routing problem solved by artificial immune system
title_sort multicriteria vehicle routing problem solved by artificial immune system
publisher Silesian University of Technology
series Transport Problems
issn 1896-0596
2300-861X
publishDate 2015-09-01
description Vehicles route planning in large transportation companies, where drivers are workers, usually takes place on the basis of experience or intuition of the employees. Because of the cost and environmental protection, it is important to save fuel, thus planning routes in an optimal way. In this article an example of the problem is presented solving delivery vans route planning taking into account the distance and travel time within the constraints of vehicle capacities, restrictions on working time of drivers and having varying degrees of movement. An artificial immune system was used for the calculations.
topic vehicle routing problem
multi-vehicle
artificial intelligence
artificial immune system
clonal selection
url http://transportproblems.polsl.pl/pl/Archiwum/2015/zeszyt3/2015t10z3_14.pdf
work_keys_str_mv AT bognamrowczynska multicriteriavehicleroutingproblemsolvedbyartificialimmunesystem
_version_ 1725322564777017344

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