Agent-based modeling and simulation for the design of the future european Air Traffic Management system: the experience of CASSIOPEIA

Molina, Martin and Carrasco, Sergio and Martín Cristobal, Jorge (2014). Agent-based modeling and simulation for the design of the future european Air Traffic Management system: the experience of CASSIOPEIA. In: "12th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2014", 4-6 Jun 2014, Salamanca. ISBN 978-3-319-07766-6. pp. 22-33.

Description

Title: Agent-based modeling and simulation for the design of the future european Air Traffic Management system: the experience of CASSIOPEIA
Author/s:
  • Molina, Martin
  • Carrasco, Sergio
  • Martín Cristobal, Jorge
Item Type: Presentation at Congress or Conference (Article)
Event Title: 12th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2014
Event Dates: 4-6 Jun 2014
Event Location: Salamanca
Title of Book: Highlights of Practical Applications of Heterogeneous Multi-Agent Systems - The PAAMS Collection
Título de Revista/Publicación: Communications in Computer and Information Science
Date: 2014
ISBN: 978-3-319-07766-6
Volume: 430
Subjects:
Freetext Keywords: Agent-based modeling, agent-based simulation, air traffic management system, complex adaptive system
Faculty: E.T.S. de Ingenieros Informáticos (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

Full text

[img]
Preview
PDF - Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (1MB) | Preview

Abstract

The SESAR (Single European Sky ATM Research) program is an ambitious re-search and development initiative to design the future European air traffic man-agement (ATM) system. The study of the behavior of ATM systems using agent-based modeling and simulation tools can help the development of new methods to improve their performance. This paper presents an overview of existing agent-based approaches in air transportation (paying special attention to the challenges that exist for the design of future ATM systems) and, subsequently, describes a new agent-based approach that we proposed in the CASSIOPEIA project, which was developed according to the goals of the SESAR program. In our approach, we use agent models for different ATM stakeholders, and, in contrast to previous work, our solution models new collaborative decision processes for flow traffic management, it uses an intermediate level of abstraction (useful for simulations at larger scales), and was designed to be a practical tool (open and reusable) for the development of different ATM studies. It was successfully applied in three stud-ies related to the design of future ATM systems in Europe.

More information

Item ID: 30592
DC Identifier: http://oa.upm.es/30592/
OAI Identifier: oai:oa.upm.es:30592
Official URL: http://link.springer.com/chapter/10.1007%2F978-3-319-07767-3_3
Deposited by: Martin Molina
Deposited on: 31 Jul 2014 05:25
Last Modified: 23 Nov 2017 14:12
  • Logo InvestigaM (UPM)
  • Logo GEOUP4
  • Logo Open Access
  • Open Access
  • Logo Sherpa/Romeo
    Check whether the anglo-saxon journal in which you have published an article allows you to also publish it under open access.
  • Logo Dulcinea
    Check whether the spanish journal in which you have published an article allows you to also publish it under open access.
  • Logo de Recolecta
  • Logo del Observatorio I+D+i UPM
  • Logo de OpenCourseWare UPM