Analysis and Optimization of Fitness Function of Genetic Algorithm for Road Traffic Network Division
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F18%3A43932535" target="_blank" >RIV/49777513:23520/18:43932535 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-62120-3_8" target="_blank" >http://dx.doi.org/10.1007/978-3-319-62120-3_8</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-62120-3_8" target="_blank" >10.1007/978-3-319-62120-3_8</a>
Alternative languages
Result language
angličtina
Original language name
Analysis and Optimization of Fitness Function of Genetic Algorithm for Road Traffic Network Division
Original language description
In this paper, the analysis and the optimization of a fitness function of a genetic algorithm for the road traffic network division are discussed. We explain why an original flawed fitness function gave better results than a new fitness function with the flaws removed. We also describe the new penalizing fitness function, which gives better results than the former two, and its optimization, which leads to a substantial reduction of the computation time. The comparison of the results of the particular fitness functions and their performance is also part of this paper.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Human-Computer Systems Interaction – Backgrounds and Applications 4
ISBN
978-3-319-62119-7
ISSN
2194-5365
e-ISSN
neuvedeno
Number of pages
12
Pages from-to
91-102
Publisher name
Springer
Place of publication
Cham
Event location
Varšava
Event date
Jun 25, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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