Skip to main content

2013 | OriginalPaper | Buchkapitel

A Computational Data Model of Intelligent Agents with Time-Varying Resources

verfasst von : Anthony Y. Chang

Erschienen in: Information Technology Convergence

Verlag: Springer Netherlands

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

search-config
loading …

Abstract

This paper aims to develop a generic and complete computation model toward scheduling, resource allocation, and action model of agents and to design the relevant simulated intelligent agent framework for agent applications. We propose a computation model and development tools to deal with dynamic data, translation of data models, qualitative information, time quantity, uncertainty, functionality, and semantic analysis. We also develop the relevant grammar and algebra system to locate resources and maintain constrains. The system allow user to define percepts and actions of agents. Script language with percept lists are integrated with scheduling and resource allocations. Several computation algorithms and operation tables which include a set of complete temporal logics are proposed. The combined temporal data models are generalized by composing point and interval algebra with qualitative and quantitative functions. The table look-up mechanism has the advantages for computation and realization.

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 Ferber J (1999) Multi-agent systems: an introduction to distributed artificial intelligence. Addison Wesley Longman Inc, New York Ferber J (1999) Multi-agent systems: an introduction to distributed artificial intelligence. Addison Wesley Longman Inc, New York
2.
Zurück zum Zitat Biniaris CG, Antonis IK, Dimitra IK, Iakovos SV (2002) Implementing distributed FDTD codes with java mobile agents. IEEE Antennas Propag Mag 44(6):115–119. Biniaris CG, Antonis IK, Dimitra IK, Iakovos SV (2002) Implementing distributed FDTD codes with java mobile agents. IEEE Antennas Propag Mag 44(6):115–119.
3.
Zurück zum Zitat Hur Y, Lee I (2002) Distributed simulation of multi-agent hybrid systems. In: Proceedings of fifth IEEE international symposium on object-oriented real-time distributed computing, (ISORC 2002), 29 April–1 May, Washington, pp 356–364 Hur Y, Lee I (2002) Distributed simulation of multi-agent hybrid systems. In: Proceedings of fifth IEEE international symposium on object-oriented real-time distributed computing, (ISORC 2002), 29 April–1 May, Washington, pp 356–364
4.
Zurück zum Zitat Mishra S, Xie P (2001) Interagent communication and synchronization in DaAgent. In: Proceedings of 21st international conference on distributed computing systems, 16–19 April 2001, Mesa, pp 699–702 Mishra S, Xie P (2001) Interagent communication and synchronization in DaAgent. In: Proceedings of 21st international conference on distributed computing systems, 16–19 April 2001, Mesa, pp 699–702
5.
Zurück zum Zitat Rai A, Bhagwan R, Guha S (2012) Generalized Resource Allocation for the Cloud. In: Proceedings of the third ACM symposium on cloud computing, SoCC ‘12, Oct 2012 Rai A, Bhagwan R, Guha S (2012) Generalized Resource Allocation for the Cloud. In: Proceedings of the third ACM symposium on cloud computing, SoCC ‘12, Oct 2012
6.
Zurück zum Zitat Lama P, Zhou X (2012) AROMA: automated resource allocation and configuration of MapReduce environment in the cloud. In: Proceedings of the 9th international conference on Autonomic computing, ICAC’12, Sept 2012, pp 63–72 Lama P, Zhou X (2012) AROMA: automated resource allocation and configuration of MapReduce environment in the cloud. In: Proceedings of the 9th international conference on Autonomic computing, ICAC’12, Sept 2012, pp 63–72
7.
Zurück zum Zitat Wang W, Shin KG, Wang W (2012) Distributed resource allocation based on queue balancing in multihop cognitive radio networks. IEEE/ACM Trans Netw (TON) 20(3):1493–1512MathSciNet Wang W, Shin KG, Wang W (2012) Distributed resource allocation based on queue balancing in multihop cognitive radio networks. IEEE/ACM Trans Netw (TON) 20(3):1493–1512MathSciNet
8.
Zurück zum Zitat Calinescu G, Chakrabarti A, Karloff H, Rabani Y (2011) An improved approximation algorithm for resource allocation. Trans Algor (TALG) 7(4) Article 48 Calinescu G, Chakrabarti A, Karloff H, Rabani Y (2011) An improved approximation algorithm for resource allocation. Trans Algor (TALG) 7(4) Article 48
9.
Zurück zum Zitat Shih TK, Chang AY (1998) The algebra of spatio-temporal intervals. In: Proceedings of the 12th international conference on information networking, Jan 21–23, 1998 Shih TK, Chang AY (1998) The algebra of spatio-temporal intervals. In: Proceedings of the 12th international conference on information networking, Jan 21–23, 1998
10.
Zurück zum Zitat Allen JF (1983) Maintaining knowledge about temporal intervals. Commun ACM 26(11) Allen JF (1983) Maintaining knowledge about temporal intervals. Commun ACM 26(11)
11.
Zurück zum Zitat Raghavan SV, Prabhakaran B, Tripathi SK (1996) Synchronization representation and traffic source modeling in orchestrated presentation. IEEE J Sel Areas Commun 14(1):104–113CrossRef Raghavan SV, Prabhakaran B, Tripathi SK (1996) Synchronization representation and traffic source modeling in orchestrated presentation. IEEE J Sel Areas Commun 14(1):104–113CrossRef
Metadaten
Titel
A Computational Data Model of Intelligent Agents with Time-Varying Resources
verfasst von
Anthony Y. Chang
Copyright-Jahr
2013
Verlag
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-007-6996-0_82

Neuer Inhalt