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Application of multi-agent systems in traffic and transportation

B. Burmeister, A. Haddadi, G. Matylis
1997 IEE Proceedings - Software Engineering  
This article gives an overview of a diverse range of applications where multi-agent systems promise to create a great impact in this domain.  ...  All the phases in the software development process are treated with a single uniform concept, namely that of agents, and a system modelled by a collection of agents is called a multi-agent system.  ...  Air Traffic As compared to the other modes of traffic, information techniques have had a wider application in air traffic to attain more efficiency.  ... 
doi:10.1049/ip-sen:19971023 fatcat:of3rdpnj65ewxifdpnm6cybtby

A Comparison Framework for Conflict Detection and Resolution Multi Agent Modeling Methods in Air Traffic Management

Hojjat Emami
2012 International Journal of Information Technology Control and Automation  
So far a number of methods have been presented in order to automate air traffic management using multi agent systems technology.  ...  Nowadays air traffic density increased, thus existing air traffic management systems are not able to manage the massive capacities of air traffic perfectly.  ...  Using of other distributed and new techniques with multi agent systems in air traffic control will be very useful.  ... 
doi:10.5121/ijitca.2012.2405 fatcat:mmhy3jaysrby3d7lx5ygzxm4de

Decentralizing Air Traffic Flow Management with Blockchain-based Reinforcement Learning

Ta Duong, Ketan Kumar Todi, Umang Chaudhary, Hong-Linh Truong
2019 2019 IEEE 17th International Conference on Industrial Informatics (INDIN)  
Index Terms-decentralized optimization, air traffic flow management, blockchain, reinforcement learning, multi-agent systems  ...  We propose and implement a decentralized, intelligent air traffic flow management (ATFM) solution to improve the efficiency of air transportation in the ASEAN region as a whole.  ...  Agent considers the scenario in which there is no centralized authority for enforcing system-wide policies due to various economic or political factors.  ... 
doi:10.1109/indin41052.2019.8972225 dblp:conf/indin/DuongTCT19 fatcat:2edeienchrfyvc6zhdmvasstd4

A Multi-Agent Approach for Designing Next Generation of Air Traffic Systems [chapter]

Jos Miguel, Juan Besada, Jos Manuel, Jess Garc
2012 Advances in Air Navigation Services  
After a brief description of particularities of the multi-agent theory, a review of its most recent applications within the air traffic scope is presented.  ...  In order to simplify the applicability of the mentioned methodological approach, it has been applied for analysing and modelling a particular air traffic scenario of arrival air traffic operations.  ... 
doi:10.5772/50284 fatcat:fkecjp67nngwnch6lnxn4p52gy

Towards Simulation-Aided Design of Multi-Agent Systems [chapter]

Michal Pěchouček, Michal Jakob, Peter Novák
2012 Lecture Notes in Computer Science  
This is particularly true in cases where the developed multi-agent application is to be closely integrated with an existing, real-world system of multi-agent nature.  ...  With the growing complexity of multi-agent applications and environments in which they are deployed, there is a need for development techniques that would allow for early testing and validation of application  ...  As an example of such a failure, consider a situation when in the simulation of an air traffic management system developers assume perfect communication links used in the multi-agent negotiation.  ... 
doi:10.1007/978-3-642-28939-2_1 fatcat:imegulle7vgiboefvem73miejm

An analysis of agent-based approaches to transport logistics

Paul Davidsson, Lawrence Henesey, Linda Ramstedt, Johanna Törnquist, Fredrik Wernstedt
2005 Transportation Research Part C: Emerging Technologies  
This paper provides a survey of existing research on agent-based approaches to transportation and traffic management.  ...  However, when relevant, work of traffic and transport of people will be considered.  ...  have characteristics that closely match those of an ideal agent technology application very well. • Especially in the areas of air and road traffic management agent technology seems to have contributed  ... 
doi:10.1016/j.trc.2005.07.002 fatcat:jg2chlcuybajxkgrlegx5rvfjm

Intelligent Features Within the J-Sim Simulation Environment [chapter]

Nada Meskaoui, Dominique Gaiti, Karim Kabalan
2004 Lecture Notes in Computer Science  
Artificial intelligence has proved its efficiency in resolving complex issues in different fields like air traffic control, robotics, and medical diagnosis.  ...  The main objectives of our framework is to encourage the deployment of techniques characterized by a high level of intelligence -inspired from the artificial intelligence domain in networking.  ...  This extension provides an infrastructure for the validation of different techniques based on a high level of intelligence, in networking.  ... 
doi:10.1007/978-3-540-30179-0_13 fatcat:2npaoz2c6ndenagp3as2wcldxe

Structural Modelling and Deceleration Algorithm for a Follow Aircraft on Performance-Based Navigation Airway Based on Multi-Agent Technique

Ming Zhaohui, Zhang Ming, Tang Xinmin, Han Song-Chen
2015 Cybernetics and Information Technologies  
Considering the operation characteristics of the high-speed PBN airway, we propose an aircraft agent structural model and a basic algorithm flow of decision-making by Multi-agent technique.  ...  According to the constraint of safe separation and speed with the aircrafts, making use of the car-following theory, the deceleration constraint model is built for a flight management system.  ...  N g u y e n, B r i o t and D r o g o u l [23] proposed the application of the controller and aircraft agent coordination techniques in the air traffic control, established the framework to reassign the  ... 
doi:10.1515/cait-2015-0066 fatcat:vqqt3yyjobbnha5um5s5rku7cy

A Review on Intelligent Agent Systems

Lokanath Sarangi, Dr. Chittaranjan Panda
2011 International journal of computer and communication technology  
, air traffic control, transportation systems, commercial management, electronic commerce, entertainment applications, medical applications.  ...  Multi-agent system (MAS) is a common way of exploiting the potential power of agent by combining many agents in one system.  ...  Air Traffic Control: Ljunberg and Lucas describe a sophisticated agent realized air traffic control system known as OASIS [32] .  ... 
doi:10.47893/ijcct.2011.1092 fatcat:z5le6pivyrg27l7pdlh3sqwmri

Future Challenges for Autonomous Systems [chapter]

Helder Coelho
2009 Lecture Notes in Computer Science  
a very large community of interest, eager of innovations and creativity.  ...  Also, interleaving of areas generates points of friction between what must be done next.  ...  Acknowledgements A period of study at the Politechnic School of the University of São Paulo (USP) and the interaction with my colleague Jaime Sichman allowed the writing of this chapter.  ... 
doi:10.1007/978-3-642-03226-4_3 fatcat:ilnpqtsrkfezpoxiizs2vnmesu

An Overview of Recent Application Trends at the AAMAS Conference: Security, Sustainability and Safety

Manish Jain, Bo An, Milind Tambe
2012 The AI Magazine  
We outline the domains of applications, key research thrusts underlying each such application area, and emerging trends.  ...  A key feature of the AAMAS conference is its emphasis on ties to real-world applications.  ...  Sarvapali Ramchurn for the example of the smart-grid.  ... 
doi:10.1609/aimag.v33i3.2420 fatcat:aiebij2arvcyzar5pcskv6awke

Software Review

David R. Green
1998 The Cartographic Journal  
Multi-agent planning emphasises certain avoidance of inconsistent and conflicting situations, which is critical in applications such as air-traffic control.  ...  The number and type of application domains in which agent technologies are being applied to or investigated include workflow management, network management, air-traffic control, business process re-engineering  ...  A mobile agent system on the other hand is a single, unified framework in which a wide range of distributed applications can be implemented efficiently and easily.  ... 
doi:10.1179/000870498786962790 fatcat:yy2f3jmtfjbt5eqmtfpk7k2tgi

Multi-Agent System for Intelligent Urban Traffic Management Using Wireless Sensor Networks Data

Maria Viorela Muntean
2021 Sensors  
This paper proposes a multi-agent system (MAS) approach for intelligent urban traffic management in Birmingham using forecasting and classification techniques.  ...  The whole learning process is coordinated by a monitoring agent in order to automate Birmingham city's traffic management.  ...  Conflicts of Interest: The author declares no conflict of interest.  ... 
doi:10.3390/s22010208 pmid:35009750 pmcid:PMC8749762 fatcat:2pnjtowyb5dc3hhc3ddntxlm24

Agent-Based Modeling and Simulation of Coordination by Airline Operations Control

Soufiane Bouarfa, Henk A. P. Blom, Ricky Curran
2016 IEEE Transactions on Emerging Topics in Computing  
In order to evaluate the four policies, an agent based model of the AOC and crew processes has been developed.  ...  Motivated by the need to understand and further optimize coordination processes in the socio-technical air transportation system, this paper implements and compares four coordination policies through agent  ...  ACKNOWLEDGMENT The authors would like to acknowledge SESAR Joint Undertaking for partly funding and supporting the PhD research of the first author; Dr. Antonio J. M.  ... 
doi:10.1109/tetc.2015.2439633 fatcat:o3jb6df62nem5csb6y6zijgy6m

Multi-agent systems for protecting critical infrastructures: A survey

Zubair A. Baig
2012 Journal of Network and Computer Applications  
Multi-agent systems have emerged as a very significant platform in provisioning distributed and collaborative services to critical applications.  ...  In this paper, a state-of-the-art on the use of multi-agent based systems for protecting five most common critical infrastructures, is presented.  ...  Acknowledgement The author wishes to acknowledge the continued support for research provided by King Fahd University of Petroleum and Minerals.  ... 
doi:10.1016/j.jnca.2012.01.006 fatcat:4xibur2z6bbw5ohz2mnhyg66cm
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