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Application of multi-agent systems in traffic and transportation
1997
IEE Proceedings - Software Engineering
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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
2012
International Journal of Information Technology Control and Automation
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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
2019
2019 IEEE 17th International Conference on Industrial Informatics (INDIN)
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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]
2012
Advances in Air Navigation Services
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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]
2012
Lecture Notes in Computer Science
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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
2005
Transportation Research Part C: Emerging Technologies
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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]
2004
Lecture Notes in Computer Science
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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
2015
Cybernetics and Information Technologies
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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
2011
International journal of computer and communication technology
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, 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]
2009
Lecture Notes in Computer Science
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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
2012
The AI Magazine
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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
1998
The Cartographic Journal
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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
2021
Sensors
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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
2016
IEEE Transactions on Emerging Topics in Computing
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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
2012
Journal of Network and Computer Applications
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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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