Title: Analysis and Optimization of Fitness Function of Genetic Algorithm for Road Traffic Network Division
Abstract: In this paper, the analysis and the optimization of a fitness function of a genetic algorithm for the road trafficTraffic network networkRoad traffic network divisionRoad 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.
Publication Year: 2017
Publication Date: 2017-08-18
Language: en
Type: book-chapter
Indexed In: ['crossref']
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Cited By Count: 4
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