Title :
Feasibility study of optimization of a genetic algorithm for traffic network division for distributed road traffic simulation
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of West Bohemia, Plzen, Czech Republic
Abstract :
This paper deals with optimization of a genetic algorithm for road traffic network division for distributed road traffic simulation which we developed. Two approaches for finding of optimal setting of the genetic algorithm are considered an optimizing genetic algorithm and a systematic testing of possible settings. Since both approaches are expected to be extremely computation-consuming their distributed versions are proposed and a feasibility study is evaluated.
Keywords :
genetic algorithms; road traffic; distributed road traffic simulation; genetic algorithm; optimization; road traffic network division; systematic testing; Computational modeling; Computers; Genetic algorithms; Load modeling; Optimization; Roads; Traffic control; Genetic algorithm optimization traffic network division;
Conference_Titel :
Human System Interaction (HSI), 2013 The 6th International Conference on
Conference_Location :
Sopot
Print_ISBN :
978-1-4673-5635-0
DOI :
10.1109/HSI.2013.6577850