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AN ALGORITHM FOR GARBAGE TRUCK ROUTING IN CITIES WITH A FIXATION ON CONTAINER FILLING LEVEL

Authors :
Myroslav OLISKEVYCH
Victor DANCHUK
Source :
Transport Problems, Vol 18, Iss 1, Pp 75-87 (2023)
Publication Year :
2023
Publisher :
Silesian University of Technology, 2023.

Abstract

An algorithm for optimizing the routes of a set of vehicles used for the collection and removal of municipal solid waste in a metropolis is proposed. The algorithm eliminates the problem of applying heuristic methods for multi-agent optimization, which is NP non-deterministic polynomial-time-hard. The application of the algorithm leads to a guaranteed exact solution. Through the application of restrictions on the carrying capacity of vehicles, the size of the input matrix representing the transport network can be reduced to an adequate size. This process uses statistical information about the filling levels of container waste bins. The algorithm is applied to an example of two megacities. The shortest routes are built for different numbers of points (from 12 to 72) on the route. The dependence of the total mileage on the number of involved vehicles is studied.

Details

Language :
English
ISSN :
18960596 and 2300861X
Volume :
18
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Transport Problems
Publication Type :
Academic Journal
Accession number :
edsdoj.ff091d1a26f4f8280cc8df4a1af43da
Document Type :
article
Full Text :
https://doi.org/10.20858/tp.2023.18.1.07