Skip to main content

2018 | OriginalPaper | Buchkapitel

An Electronic Marketplace for Airlines

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper we propose an airline marketplace, modeled as a multi-agent system with an automated negotiation mechanism, where airlines can announce availability of resources (aircraft or aircraft and crew) for lease and other airlines can go there to contract resources to fill gaps in the operation, typically due to disruptions and/or an unexpected increase on the operation. The proposed negotiation occurs in several rounds, where qualitative comments made by the buyer agent on proposals sent by the sellers enables these to learn how to calculate new proposals, using a case-based reasoning methodology.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Kohl, N., Larsen, A., Larsen, J., Ross, A., Tiourline, S.: Airline disruption management - perspectives, experiences and outlook. Carmen Research and Technology Report CRTR-0407 (2004) Kohl, N., Larsen, A., Larsen, J., Ross, A., Tiourline, S.: Airline disruption management - perspectives, experiences and outlook. Carmen Research and Technology Report CRTR-0407 (2004)
3.
Zurück zum Zitat Malucelli, A., Castro, A.J.M., Oliveira, E.: Crew and aircraft recovery through a multi-agent electronic market. In: Krishnamurthy, S., Isaias, P. (eds.) Proceeding of IADIS International Conference on e-Commerce 2006, Barcelona Spain, pp. 51–58. IADIS Press, December 2006 Malucelli, A., Castro, A.J.M., Oliveira, E.: Crew and aircraft recovery through a multi-agent electronic market. In: Krishnamurthy, S., Isaias, P. (eds.) Proceeding of IADIS International Conference on e-Commerce 2006, Barcelona Spain, pp. 51–58. IADIS Press, December 2006
4.
Zurück zum Zitat Chen, X., Chen, X., Zhang, X.: Crew scheduling models in airline disruption management. In: 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management (IE&EM), pp. 1032–1037. Conference Publications, October 2010 Chen, X., Chen, X., Zhang, X.: Crew scheduling models in airline disruption management. In: 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management (IE&EM), pp. 1032–1037. Conference Publications, October 2010
5.
Zurück zum Zitat Wooldridge, M.: An Introduction to Multiagent Systems, pp. 15–23, 105–111, 129–148. Wiley, Hoboken (2009) Wooldridge, M.: An Introduction to Multiagent Systems, pp. 15–23, 105–111, 129–148. Wiley, Hoboken (2009)
6.
Zurück zum Zitat Oliveira, E., Fonseca, J.M., Garção, A.S.: Multi-criteria negotiation in multi-agent systems. In: CEEMAS 1999, p. 190 (1999) Oliveira, E., Fonseca, J.M., Garção, A.S.: Multi-criteria negotiation in multi-agent systems. In: CEEMAS 1999, p. 190 (1999)
7.
Zurück zum Zitat Vulkan, N., Jennings, N.R.: Efficient mechanisms for the supply of services in multi-agent environments. Decis. Support Syst. 28(1), 5–19 (2000)CrossRef Vulkan, N., Jennings, N.R.: Efficient mechanisms for the supply of services in multi-agent environments. Decis. Support Syst. 28(1), 5–19 (2000)CrossRef
8.
Zurück zum Zitat Matos, N., Sierra, C., Jennings, N.R.: Determining successful negotiation strategies: an evolutionary approach. In: 1998 Proceedings of International Conference on Multi Agent Systems, pp. 182–189. IEEE (1998) Matos, N., Sierra, C., Jennings, N.R.: Determining successful negotiation strategies: an evolutionary approach. In: 1998 Proceedings of International Conference on Multi Agent Systems, pp. 182–189. IEEE (1998)
10.
Zurück zum Zitat Riesbeck, C.K., Schank, R.C.: Inside Case-Based Reasoning. Psychology Press, Hove (2013) Riesbeck, C.K., Schank, R.C.: Inside Case-Based Reasoning. Psychology Press, Hove (2013)
11.
Zurück zum Zitat Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction, vol. 1. MIT Press, Cambridge (1998) Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction, vol. 1. MIT Press, Cambridge (1998)
Metadaten
Titel
An Electronic Marketplace for Airlines
verfasst von
Luis Reis
Ana Paula Rocha
Antonio J. M. Castro
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-94779-2_6

Premium Partner