A General Model of Vehicle Routing Guidance Systems based on Distributive Learning Scheme

التفاصيل البيبلوغرافية
العنوان: A General Model of Vehicle Routing Guidance Systems based on Distributive Learning Scheme
المؤلفون: Wan, Ke, Zhang, Zuo, Chen, Zhiquan
المصدر: 12th World Congress on ITS, 2005
سنة النشر: 2023
المجموعة: Computer Science
Mathematics
مصطلحات موضوعية: Computer Science - Networking and Internet Architecture, Computer Science - Multiagent Systems, Electrical Engineering and Systems Science - Systems and Control, Mathematics - Optimization and Control
الوصف: Dynamic traffic assignment and vehicle route guidance have been important problems in ITS for some time. This paper proposes a new model for VRGS, which takes into consideration of the information propagation, user selection and information reaction. Parameter p is then defined as the updating weight for computing cost of traffic based on a distributive learning scheme. p is calculated through a function which denotes information propagation over time and space and the function needs further optimization. Comparison to static traffic assignment, DTA and feasible strategies are given, and future work is also stated.
Comment: 12 pages
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2305.08865
رقم الأكسشن: edsarx.2305.08865
قاعدة البيانات: arXiv