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Development of a novel crossover of hybrid genetic algorithms for large-scale traveling salesman problems

โœ Scribed by Masafumi Kuroda; Kunihito Yamamori; Masaharu Munetomo; Moritoshi Yasunaga; Ikuo Yoshihara


Publisher
Springer Japan
Year
2010
Tongue
English
Weight
276 KB
Volume
15
Category
Article
ISSN
1433-5298

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โœ K Katayama; H Sakamoto; H Narihisa ๐Ÿ“‚ Article ๐Ÿ“… 2000 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 519 KB

In this paper, we present an efficient genetic algorithm (GA) for solving the travelling salesman problem (TSP) as a combinatorial optimization problem. In our computational model, we propose a complete subtour exchange crossover that does not break as some good subtours as possible, because the goo