Issues of Optimization of a Genetic Algorithm for Traffic Network Division using a Genetic Algorithm

Tomas Potuzak

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Paper

Issues of Optimization of a Genetic Algorithm for Traffic Network Division using a Genetic Algorithm

Topics: Machine Learning; Optimization

In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 0IC3K, 340-343, 2012 , Barcelona, Spain

Author: Tomas Potuzak

Affiliation: University of West Bohemia, Czech Republic

Keyword(s): Genetic Algorithm, Traffic Network Division, Parameters Optimization.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Machine Learning ; Methodologies and Technologies ; Operational Research ; Optimization ; Soft Computing ; Symbolic Systems

Abstract: In this paper, we describe an approach to optimization of the genetic algorithm for division of road traffic network, which we developed. The division of road traffic network is necessary to enable to perform the road traffic simulation in a distributed computing environment. The optimization approach is based on a genetic algorithm, which is employed to find best settings of the optimized genetic algorithm for road traffic network division. Because such an optimizing genetic algorithm is expected to be extremely computation- and time-consuming, its distributed implementation is discussed as well.

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Paper citation in several formats:

Potuzak, T. (2012). Issues of Optimization of a Genetic Algorithm for Traffic Network Division using a Genetic Algorithm. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2012) - KDIR; ISBN 978-989-8565-29-7; ISSN 2184-3228, SciTePress, pages 340-343. DOI: 10.5220/0004141803400343

@conference{kdir12,
author={Tomas Potuzak.},
title={Issues of Optimization of a Genetic Algorithm for Traffic Network Division using a Genetic Algorithm},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2012) - KDIR},
year={2012},
pages={340-343},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004141803400343},
isbn={978-989-8565-29-7},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2012) - KDIR
TI - Issues of Optimization of a Genetic Algorithm for Traffic Network Division using a Genetic Algorithm
SN - 978-989-8565-29-7
IS - 2184-3228
AU - Potuzak, T.
PY - 2012
SP - 340
EP - 343
DO - 10.5220/0004141803400343
PB - SciTePress