A Methodology to Develop Service Oriented Evolutionary Algorithms

  • P. García-Sánchez
  • A. M. Mora
  • P. A. Castillo
  • J. González
  • J. J. Merelo
Conference paper

DOI: 10.1007/978-3-319-10422-5_13

Part of the Studies in Computational Intelligence book series (SCI, volume 570)
Cite this paper as:
García-Sánchez P., Mora A.M., Castillo P.A., González J., Merelo J.J. (2015) A Methodology to Develop Service Oriented Evolutionary Algorithms. In: Camacho D., Braubach L., Venticinque S., Badica C. (eds) Intelligent Distributed Computing VIII. Studies in Computational Intelligence, vol 570. Springer, Cham

Abstract

This paper proposes a methodology to design and implement Evolutionary Algorithms using the Service Oriented Architecture paradigm. This paradigm allows to deal with some of the shortcomings in the Evolutionary Algorithms area, facilitating the development, integration, standardization of services that conform a evolutionary algorithm, and, besides, the dynamic alteration of those elements in runtime. A four-step methodology to design services for Evolutionary Algorithms is presented: identification, specification, implementation and deployment. Also, as an example of application of this methodology, an adaptive algorithm is developed.

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Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  • P. García-Sánchez
    • 1
  • A. M. Mora
    • 1
  • P. A. Castillo
    • 1
  • J. González
    • 1
  • J. J. Merelo
    • 1
  1. 1.Dept. of Computer Architecture and Technology and CITIC-UGRUniversity of GranadaGranadaSpain

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