• DocumentCode
    2443218
  • Title

    Using Specialized Agents in a Distributed MAS to Solve Airline Operations Problems: A Case Study

  • Author

    Castro, Antonio J M ; Oliveira, Eugenio

  • Author_Institution
    Univ. of Porto, Porto
  • fYear
    2007
  • fDate
    2-5 Nov. 2007
  • Firstpage
    473
  • Lastpage
    476
  • Abstract
    An airline schedule very rarely operates as planned. Problems related with aircrafts, crew members and passengers are common and the actions towards the solution of these problems are usually known as operations recovery. The airline operations control center (AOCC) tries to solve these problems with the minimum cost and satisfying all the required rules. In this paper we present the implementation of a distributed multi-agent system (MAS) representing the existing roles in an AOCC. This MAS has several specialized software agents that implement different algorithms, competing to find the best solution for each problem. We present a real case study where a crew recovery problem is solved. We show that it is possible to find valid solutions, in less time and with a smaller cost.
  • Keywords
    aerospace computing; aircraft control; multi-agent systems; software agents; airline operation problem; airline operations control center; airline scheduling; distributed multiagent system; software agent; Aerospace engineering; Aircraft propulsion; Control systems; Costs; Intelligent agent; Multiagent systems; Remuneration; Robustness; Software agents; Software algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Agent Technology, 2007. IAT '07. IEEE/WIC/ACM International Conference on
  • Conference_Location
    Fremont, CA
  • Print_ISBN
    978-0-7695-3027-7
  • Type

    conf

  • DOI
    10.1109/IAT.2007.24
  • Filename
    4407329