Solving capacitated vehicle routing problem (CVRP) using tabu search algorithm (TSA)
This paper investigates the capacitated vehicle routing problem (CVRP) as it is one of the numerous issues that have no impeccable solutions yet. Numerous scientists in the recent couple of decades have set up various explores and utilized numerous strategies with various methods to deal with it. Ho...
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Veröffentlicht in: | Ibn Al-Haitham Journal for Pure and Applied Sciences 2018-09, Vol.31 (2), p.199-209 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | This paper investigates the capacitated vehicle routing problem (CVRP) as it is one of the
numerous issues that have no impeccable solutions yet. Numerous scientists in the recent
couple of decades have set up various explores and utilized numerous strategies with various
methods to deal with it. However, for all researches, finding the least cost is exceptionally
complicated. In any case, they have figured out how to think of rough solutions that vary in
efficiencies relying upon the search space. Furthermore, tabu search (TS) is utilized to resolve
this issue as it is fit for solving numerous complicated issues. The algorithm has been adjusted
to resolve the exploration issue, where its methodology is not quite the same as the normal
algorithm. The structure of the algorithm is planned with the goal that the program does not
require a substantial database to store the data, which accelerates the usage of the program
execution to acquire the solution. The algorithm has demonstrated its accomplishment in
resolving the issue and finds a most limited route. |
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ISSN: | 1609-4042 2521-3407 |
DOI: | 10.30526/31.2.1949 |