كنفرانس بين المللی مهندسی صنايع و سيستم ها

صفحه اصلی / دهمین كنفرانس بين المللی مهندسی صنايع و سيستم ها

An Agent-Based Modeling Approach for a Bi-Level Optimization and Simulation Framework in Road and Street Maintenance Planning

نویسندگان :

Amir Hajimirzajan¹ Milad Kazemian² Naser Zourmand Baghdar³ Szabolcs Fischer⁴

1- Yazd University 2- Széchenyi István University 3- Ferdowsi University of Mashhad 4- Széchenyi István University

کلمات کلیدی :

Road/street maintenance planning،traffic grid،agent-based modeling،travel time modeling،simulation-optimization model،wait time modeling

چکیده :

Recently, with more people traveling by car, there has been a greater demand for traffic management, travel time, and upkeep of roads/street maintenance plans. Here, it's evident that drivers make a well-informed decision on which route to take by utilizing smartphone routing, traffic announcements, and advancements in navigation technology. In the present study, we are looking for a road maintenance plan introducing a bi-level optimization and simulation framework. We focus on the upper level by optimizing the road maintenance plan; at a lower level, intelligent agents acting as savvy travelers seek to minimize travel time and wait times in traffic. In order to evaluate the intelligent behavior of the agents in reducing travel time in blocked routes (road repairs) under various scenarios, we first calculate by simulating the agents' behavior in finding the travel demand route and then integrating the optimization of the road maintenance plan. The results of this study showed the effectiveness of informing the passenger agents and their intelligence in correcting the route and reducing the travel time.