Summary
In this paper a genetic algorithm for scheduling routes in public transport is presented. It combines bus, light rail and metro, with access to other sea and air communication nodes. Results are compared with the shortest path routing algorithm Dijkstra, optimizing the distance and generation of a greenhouse gas as CO 2 . The proposed algorithm has a computational cost advantage compared to shortest path algorithms.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Lopez Martínez, J.M., Sanchez, A.J.: Energy consumption and emissions associated with transportation by car and truck. U.P.M Madrid, Spain (2009)
Trudeau, R.J.: Introduction to Graph Theory, p. 19. Dover Pub., New York, ISBN 978-0-486-67870-2; Information technology encyclopedia and acronyms. Springer, Heidelberg (1993)
Dijkstra, E.W.: A Note on Two Problems in Connexion with Graphs. Numerische Mathematik 1, 269–271 (1959)
Tarjan, R.E.: Data Structures and Network Algorithms. Society for Industrial and Applied Mathematics, Philadelphia (1983)
Cordon, O., Herrera, F., Hoffmann, F., Magdalena, L.: Genetic Fuzzy Systems: Evolutionary Tuning and Learning of Fuzzy Knowledge Bases. World Scientific Publishing Co. Pte. Ltd., Singapore (2001)
Holland, J.H.: Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor (1975)
Back, T.: Evolutionary Algorithms in Theory and Practice. Oxford University Press (1996)
Goldberg, D.E.: Genetic Algorithms in search, optimization and machine learning. Addison Wesley (1989)
Mitchell, M.: An Introduction to Genetic Algorithms. MIT Press, Cambridge (1996)
EMT SAM EMT Bus lines and timetables (2013), http://webnet.emtsam.net:7083/RedEMT/faces/pages/redweb.jspx
RENFE Malaga train lines and timetables (2013), http://www.renfe.com/viajeros/cercanias/malaga/index.html
METRO Malaga metro lines and timetables (2013), http://www.metrodemalaga.info/
EPSG OGP Geomatics Committee (2013), http://www.epsg.org/
Osborne, P.: The Mercator Projections, Edinburgh (2013)
Maling, D.H.: Coordinate Systems and Map Projections. Pergamon Press (1992) ISBN 0080372333
Catalonian office for climatic change, Practical guide for calculating greenhouse gas emissions. Generalitat de Catalunya. Comision Interdepartamental del Cambio Climatico (2012)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
de los Angeles Sáez Blázquez, M., García-Galán, S., Munoz-Expósito, J.E., de Prado, R.P. (2014). Genetic Algorithm for Scheduling Routes in Public Transport. In: S. Choras, R. (eds) Image Processing and Communications Challenges 5. Advances in Intelligent Systems and Computing, vol 233. Springer, Heidelberg. https://doi.org/10.1007/978-3-319-01622-1_45
Download citation
DOI: https://doi.org/10.1007/978-3-319-01622-1_45
Publisher Name: Springer, Heidelberg
Print ISBN: 978-3-319-01621-4
Online ISBN: 978-3-319-01622-1
eBook Packages: EngineeringEngineering (R0)