Feasibility study of optimization of a genetic algorithm for traffic network division for distributed road traffic simulation

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 po...

Full description

Saved in:
Bibliographic Details
Main Author: Potuzak, Tomas
Format: Conference Proceeding
Language:English
Subjects:
Computational modeling
Computers
Genetic algorithm optimization traffic network division
Genetic algorithms
Load modeling
Optimization
Roads
Traffic control
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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.
ISSN:2158-2246
DOI:10.1109/HSI.2013.6577850