Using Intelligent Agents for Dynamic Urban Traffic Control Systems

نویسندگان

  • Danko A. Roozemond
  • Danko Roozemond
چکیده

In this research we investigate the applicability of autonomous intelligent agents in Urban Traffic Control (UTC), and why these Artificial Intelligent strategies are useful. Designing, implementing, optimising and adjusting UTC systems involves quite some effort and knowledge. We propose a system that autonomously can adapt to changing environments. The main advantages from the artificial Intelligent Agents (IA) are: Self adjustabilty is an integral part of artificial IA based traffic control unit (both long (road works) and short term (accidents) changes are covered); The, more flexible, traffic control unit can be optimised while the unit is operating. For self-evaluating, -optimising and -adjusting UTC we need a fully pro-active, realtime traffic control system. Such an UTC system requires monitoring system of traffic, a ruleor model-base for evaluation and adjustment, a model of the surrounds and an efficient diagnostic routine for both traffic light operations as well as ruleand parameter adjustments. The UTC model system is based on several Intelligent intersection Traffic Signalling Agents (ITSA) and some authority agents.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

User-based Vehicle Route Guidance in Urban Networks Based on Intelligent Multi Agents Systems and the ANT-Q Algorithm

Guiding vehicles to their destination under dynamic traffic conditions is an important topic in the field of Intelligent Transportation Systems (ITS). Nowadays, many complex systems can be controlled by using multi agent systems. Adaptation with the current condition is an important feature of the agents. In this research, formulation of dynamic guidance for vehicles has been investigated based...

متن کامل

Usability of Intelligent Agent Systems in Urban Traffic Control

In this project we focuss on intelligent dynamic urban traffic management and control system that can adaptively respond to real-time traffic conditions. In this paper we investigate the usability and aplicability of autonomous intelligent agents, while maintaining high levels of accuracy and usability of such a dynamic urban traffic system. Aim of this part of the research is to develop insigh...

متن کامل

simulation , and planning in high autonomy systems

The usability of traffic management and traffic control systems greatly depends on its ability of reacting upon traffic patterns and permutations. In this research we investigate the possibility of using autonomous intelligent agents to reduce workloads of traffic control operators, while maintaining high levels of usability. This paper describes an intelligent dynamic traffic management and co...

متن کامل

Dynamic Multi-Objective Navigation in Urban Transportation Network Using Ant Colony Optimization

Intelligent Transportation System (ITS) is one of the most important urban systems that its functionality affects other urban systems directly and indirectly. In developing societies, increasing the transportation system efficiency is an important concern, because variety of problems such as heavy traffic condition, rise of the accident rate and the reduced performance happen with the rise of p...

متن کامل

Using Intelligent Agents for Urban Traffic Control Systems

The usability and effectiveness of traffic management and traffic control systems greatly depends on its ability of reacting upon traffic patterns and permutations. There are several factors that affect the performance of conventional traffic control systems, for instance: changes in traffic flow, accidents, different behaviour and travel demand. In this research we investigate how to apply aut...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1999