An optimized evolutionary Multi - agent approach for Regulation of disrupted urban transport
نویسندگان
چکیده
For a sustainable people and goods mobility, CISIT (The International Campus on Safety and Intermodality in Transportation) has the objective to realize an optimal management of multimodal chains. In this context, this paper discusses the real-time regulation of traffic in a transportation system disruption.. In fact, the increase in the network size and the presence of multiple transportation modes had made the task of managing the transportation system more complex and more difficult for regulators especially during a disturbance. Hence, we propose a decision support system based on an evolutional multi-agent approach. This system is able to detect perturbations, analyze, propose and evaluate solutions using Choquet integral.
منابع مشابه
Learnable Evolutionary Optimization in Autonomous Pickup & Delivery Planning
This report describes an evolutionary approach to distributed planning by transport agents. These agents, representing trucks, autonomously decide on their transport orders by interacting with cargo agents representing containers. The agents use a guided evolutionary computation method, called the learnable evolution model, to create transport plans and render optimized decisions on which cargo...
متن کاملDeveloping an urban congestion pricing model by considering sustainability improvement and using a multi-objective optimization approach
This paper introduces a Travel Demand Management (TDM) model in order to decrease the transportation externalities by affecting on passengers’travel choices. Thus, a bi-objective bi-modal optimization model for road pricing is developed aiming to enhance environmental and social sustainability by considering to minimize the air pollution and maximize the social welfare as its objectives. This m...
متن کاملActive Power Filter Design by a Novel Approach of Multi-Objective Optimization
This paper presents an innovative active power filter design method to simultaneously compensate the current harmonics and reactive power of a nonlinear load. The power filter integrates a passive power filter which is a RL low-pass filter placed in series with the load, and an active power filter which comprises an RL in series with an IGBT based voltage source converter. The filter is assumed...
متن کاملUser-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 کاملروشهای مدلسازی تطوری در اقتصاد (با تاکید بر عناصر مشترک سازنده آنها)
In this paper we have tried mention to some sort of thewell-known evolutionary modeling approaches in economic territory such as Multi Agent simulations, Evolutionary Computation and Evolutionary Game Theory. As it has been mentioned in the paper, in recent years, the number of Evolutionary contributions applied to Multi-Agent models increased remarkably. However until now there is no consensus...
متن کامل