Optimization of travel routes based on modified genetic and ant algorithms
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Date
2017
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Publisher
Commission of Motorization and Energetics in Agriculture
Abstract
In the article, propose to use modified mating operators and initialization genetic and ant algorithms to solve transport problems in tourism. The article analyzes modern
methods of optimization of routes used to transport tourists between the settlements of view of efficient use of resources. By analyzing the behavior of ant colonies, such as finding the shortest route by providing mating pheromones and features two solutions genetic algorithm developed algorithms for finding the optimal route, costing resources search distance, time, route, storing executed routes. The paper present description created system for mobile phones operating system IOS, which performs all operations listed above.
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Keywords
ant algorithm, ant colony genetic algorithm, hiking trails
Citation
Rybchak Z. Optimization of travel routes based on modified genetic and ant algorithms / Z. Rybchak // Econtechmod : an international quarterly journal on economics in technology, new technologies and modelling processes. – Lublin ; Rzeszow, 2017. – Volum 6, number 2. – P. 85–90. – Bibliography: 20 titles.