Hybrid Method Based on Genetic Algorithm and Ant Colony System for Traffic Routing Optimization

• المؤلفون الرئيسيون: Nguyen, Thi-Hau, Do, Trung-Tuan, Nguyen, Duc-Nhan, Lu, Ha-Nam
• التنسيق: مقال
• اللغة: English
• منشور في: H. : ĐHQGHN 2020
• الموضوعات: Traffic routing; Ant colony system; Genetic algorithm; VANET simulator
• الوصول للمادة أونلاين: http://repository.vnu.edu.vn/handle/VNU_123/89095; https://doi.org/10.25073/2588-1086/vnucsce.236

This paper presents a hybrid method that combines the genetic algorithm (GA) and the ant colony system algorithm (ACS), namely GACS, to solve the traffic routing problem. In the proposed framework, we use the genetic algorithm to optimize the ACS parameters in order to attain the best trips and trav...