Skip to main content

A Case-Based Planning Mechanism for a Hardware-Embedded Reactive Agents Platform

  • Conference paper
Management Intelligent Systems

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 171))

Abstract

Wireless Sensor Networks is a key technology for gathering relevant information from different sources. In this sense, Multi-Agent Systems can facilitate the integration of heterogeneous sensor networks and expand the sensors’ capabilities changing their behavior dynamically and personalizing their reactions. Both Wireless Sensor Networks and Multi-Agent Systems can be successfully applied to different management scenarios, such as logistics, supply chain or production. The Hardware-Embedded Reactive Agents (HERA) platform allows developing applications where agents are directly embedded in heterogeneous wireless sensor nodes with reduced computational resources. This paper presents the reasoning mechanism included in HERA to provide HERA Agents with Case-Based Planning features that allow solving problems considering past experiences.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Marin-Perianu, M., Meratnia, N., Havinga, P., de Souza, L., Muller, J., Spiess, P., et al.: Decentralized Enterprise Systems: A Multiplatform Wireless Sensor Network Approach. IEEE Wireless Communications 14(6), 57–66 (2007)

    Article  Google Scholar 

  2. Cerami, E.: Web Services Essentials: Distributed Applications with XML-RPC, SOAP, UDDI & WSDL, 1st edn. O’Reilly Media, Inc. (2002)

    Google Scholar 

  3. Corchado, J.M., Bajo, J., Tapia, D.I., Abraham, A.: Using Heterogeneous Wireless Sensor Networks in a Telemonitoring System for Healthcare. IEEE Transactions on Information Technology in Biomedicine 14, 234–240 (2010)

    Article  Google Scholar 

  4. Wooldridge, M.: An Introduction to MultiAgent Systems, 2nd edn. Wiley (2009)

    Google Scholar 

  5. Sánchez, D., Isern, D., Rodríguez-Rozas, Á., Moreno, A.: Agent-based platform to support the execution of parallel tasks. Expert Systems with Applications 38, 6644–6656 (2011)

    Article  Google Scholar 

  6. Tapia, D.I., Alonso, R.S., García, Ó., Corchado, J.M.: HERA: Hardware-Embedded Reactive Agents Platform. In: Pérez, J.B., Corchado, J.M., Moreno, M.N., Julián, V., Mathieu, P., Canada-Bago, J., Ortega, A., Caballero, A.F., et al. (eds.) Highlights in PAAMS. AISC, vol. 89, pp. 249–256. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  7. Bajo, J., Borrajo, M.L., De Paz, J.F., Corchado, J.M., Pellicer, M.A.: A multi-agent system for web-based risk management in small and medium business. Expert Systems with Applications 39, 6921–6931 (2012)

    Article  Google Scholar 

  8. Corchado, J.M., Bajo, J., de Paz, Y., Tapia, D.I.: Intelligent environment for monitoring Alzheimer patients, agent technology for health care. Decision Support Systems 44, 382–396 (2008)

    Article  Google Scholar 

  9. Tynan, R., O’Hare, G., Ruzzelli, A.: Multi-Agent System Methodology for Wireless, Sensor Networks. Multiagent and Grid Systems 2, 491–503 (2006)

    Google Scholar 

  10. Kwon, Y., Sundresh, S., Mechitov, K., Agha, G.: ActorNet: an actor platform for wireless sensor networks. In: Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 1297–1300. ACM, Japan (2006)

    Chapter  Google Scholar 

  11. Baker, P., Catterson, V., McArthur, S.: Integrating an Agent-Based Wireless Sensor Network within an Existing Multi-Agent Condition Monitoring System. In: 15th International Conference on Intelligent System Applications to Power Systems, ISAP 2009, pp. 1–6 (2009)

    Google Scholar 

  12. Zboril, F., Horacek, J., Spacil, P.: Intelligent Agent Platform and Control Language for Wireless Sensor Networks. In: Third UK Sim European Symposium on Computer Modeling and Simulation, EMS 2009, pp. 482–487 (2009)

    Google Scholar 

  13. Zato, C., De Paz, J.F., de Luis, A., Bajo, J., Corchado, J.M.: Model for assigning roles automatically in egovernment virtual organizations. Expert Systems with Applications (2012) (in Press), doi:10.1016/j.eswa.2012.01.185

    Google Scholar 

  14. Tapia, D.I., Alonso, R.S., De la Prieta, F., Zato, C., Rodriguez, S., Corchado, E., Bajo, J., Corchado, J.M.: SYLPH: An Ambient Intelligence based platform for integrating heterogeneous Wireless Sensor Networks. In: 2010 IEEE International Conference on Fuzzy Systems (FUZZ), pp. 1–8 (2010)

    Google Scholar 

  15. Curbera, F., Duftler, M., Khalaf, R., Nagy, W., Mukhi, N., Weerawarana, S.: Unraveling the Web services web: an introduction to SOAP, WSDL, and UDDI. IEEE Internet Comput. 6, 86–93 (2002)

    Article  Google Scholar 

  16. Holmes, G., Hall, M., Frank, E.: Generating Rule Sets from Model Trees. In: Proc. of the 12th Australian Joint Conf. on Artificial Intelligence, pp. 1–12 (1999)

    Google Scholar 

  17. Salzberg, S.L.: C4.5: Programs for Machine Learning by J. Ross Quinlan. In: Machine Learning, vol. 16, pp. 235–240. Morgan Kaufmann Publishers, Inc. (1994)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Juan F. de Paz .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

de Paz, J.F., Alonso, R.S., Tapia, D.I. (2012). A Case-Based Planning Mechanism for a Hardware-Embedded Reactive Agents Platform. In: Casillas, J., Martínez-López, F., Corchado Rodríguez, J. (eds) Management Intelligent Systems. Advances in Intelligent Systems and Computing, vol 171. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30864-2_12

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-30864-2_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-30863-5

  • Online ISBN: 978-3-642-30864-2

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics