13th International IEEE Conference on Intelligent Transportation Systems 2010
DOI: 10.1109/itsc.2010.5625146
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Abstract: Abstract-Ant Colony Optimization (ACO) has proven to be a very powerful optimization heuristic for combinatorial optimization problems. This paper introduces a new type of ACO algorithm that will be used for routing along multiple routes in a network as opposed to optimizing a single route. Contrary to traditional routing algorithms, the Ant Dispersion Routing (ADR) algorithm has the objective of determining recommended routes for every driver in the network, in order to increase network efficiency. We present… Show more

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Cited by 28 publications
(18 citation statements)
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References 16 publications
(21 reference statements)
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“…We use Singapore expressway mentioned in [31] as the scene of experiment. The Singapore expressway has 11 intersections and 28 links (both directions).…”
Section: Methodsmentioning
confidence: 99%
“…We use Singapore expressway mentioned in [31] as the scene of experiment. The Singapore expressway has 11 intersections and 28 links (both directions).…”
Section: Methodsmentioning
confidence: 99%
“…The work done by Alves et al [13] presents a mechanism to balance the reduction of drivers' costs and the improvement of road traffic efficiency without road pricing. In [13], this is done by applying ant colony optimization to assign routes to vehicles.…”
Section: Related Workmentioning
confidence: 99%
“…Einen Überblick über die Stauentstehung geben [Kerner und Rehborn, 1997] und [Kerner, 2009] Ameisenalgorithmen wurden entwickelt, um heuristische Lösungen für komplexe Optimierungsprobleme zu ermitteln [Dorigo und Blum, 2005]. In [Alves et al, 2010] wird ein Ant Colony Optimization (ACO) Algorithmus verwendet, um in einer zentralen Verkehrsplanungsstation Reisedauern auf simulierten Straßen zu verarbeiten und Routenvorschläge für simulierte Autos zu bestimmen. Autos werden hierbei zentral gerouted und haben keine individuellen Planungsmöglichkeiten.…”
Section: Kontextuelle Einordnungunclassified