TRAIN TIMETABLE GENERATION USING GENETIC ALGORITHMS

C. J. Hinde; M. S. Withall; I. W. Phillips; T. W. Jackson; S. Brown; R. Watson

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Paper

TRAIN TIMETABLE GENERATION USING GENETIC ALGORITHMS

Topics: Evolutionary Multiobjective Optimization; Genetic Algorithms

In Proceedings of the International Conference on Evolutionary Computation - Volume 0IJCCI, 170-175, 2010 , Valencia, Spain

Authors: C. J. Hinde ¹ ; M. S. Withall ¹ ; I. W. Phillips ¹ ; T. W. Jackson ¹ ; S. Brown ² and R. Watson ²

Affiliations: ¹ Loughborough University, United Kingdom ; ² RWA Rail, United Kingdom

Keyword(s): Railway timetabling, Evolutionary systems, Multiobjective optimisation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Evolutionary Multiobjective Optimization ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: The scheduling of railway trains has been a research problem for many years. Many of the choices required are not known a priori and require exploration of the problem to determine them. A modular Genetic system was designedmake the evaluation function and preparation of the timetable tractable. The Genetic system consists of a Genome, split into Chromosomes so the extra choices that become known throughout the evolution can be added to the Chromosomes. A weighted fitness function and a multiobjective non-dominated fitness function were tried, and then partial objective ranking was added. The system has tackled a mixture of problems has produced promising results.

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Paper citation in several formats:

J. Hinde, C.; S. Withall, M.; W. Phillips, I.; W. Jackson, T.; Brown, S. and Watson, R. (2010). TRAIN TIMETABLE GENERATION USING GENETIC ALGORITHMS. In Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC; ISBN 978-989-8425-31-7, SciTePress, pages 170-175. DOI: 10.5220/0003074801700175

@conference{icec10,
author={C. {J. Hinde}. and M. {S. Withall}. and I. {W. Phillips}. and T. {W. Jackson}. and S. Brown. and R. Watson.},
title={TRAIN TIMETABLE GENERATION USING GENETIC ALGORITHMS},
booktitle={Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC},
year={2010},
pages={170-175},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003074801700175},
isbn={978-989-8425-31-7},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC
TI - TRAIN TIMETABLE GENERATION USING GENETIC ALGORITHMS
SN - 978-989-8425-31-7
AU - J. Hinde, C.
AU - S. Withall, M.
AU - W. Phillips, I.
AU - W. Jackson, T.
AU - Brown, S.
AU - Watson, R.
PY - 2010
SP - 170
EP - 175
DO - 10.5220/0003074801700175
PB - SciTePress