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Main Title: Heterogeneous Tolls and Values of Time in Multi-agent Transport Simulation
Author(s): Nagel, Kai
Kickhöfer, Benjamin
Joubert, Johan W.
Type: Article
Language Code: en
Abstract: In evolutionary algorithms, agents' genotypes are often generated by more or less random mutation, followed by selection based on the fitness of their phenotypes. This paper shows that elements of this principle can be applied in multi-agent transport simulations, in the sense that a router, when faced with complex interactions between heterogeneous toll levels and heterogeneous values of time, can resort to some amount of randomness rather than being able to compute the exact best solution in every situation. The computational illustrations are based on a real world case study in the province of Gauteng, South Africa.
Issue Date: 2014
Date Available: 26-Nov-2018
DDC Class: 380 Handel, Kommunikation, Verkehr
004 Datenverarbeitung; Informatik
Subject(s): transport simulation
multi-agent simulation
evolutionary algorithm
value of time
Journal Title: Procedia Computer Science
Publisher: Elsevier
Publisher Place: Amsterdam [u.a.]
Volume: 32
Publisher DOI: 10.1016/j.procs.2014.05.488
Page Start: 762
Page End: 768
ISSN: 1877-0509
Appears in Collections:FG Verkehrssystemplanung und Verkehrstelematik » Publications

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