The Abstract Immune System Algorithm

  • José Pacheco
  • José Félix Costa
Conference paper

DOI: 10.1007/978-3-540-73554-0_14

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4618)
Cite this paper as:
Pacheco J., Costa J.F. (2007) The Abstract Immune System Algorithm. In: Akl S.G., Calude C.S., Dinneen M.J., Rozenberg G., Wareham H.T. (eds) Unconventional Computation. UC 2007. Lecture Notes in Computer Science, vol 4618. Springer, Berlin, Heidelberg

Abstract

In this paper we present an Abstract Immune System Algorithm, based on the model introduced by Farmer et al, inspired on the theory of Clonal Selection and Idiotypic Network due to Niels Jerne. The proposed algorithm can be used in order to solve problems much in the way that Evolutionary Algorithms or Artificial Neural Networks do. Besides presenting the Algorithm itself, we briefly discuss its various parameters, how to encode input data and how to extract the output data from its outcome. The reader can do their own experiments using the workbench found in the address http://ctp.di.fct.unl.pt/~jddp/immune/.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • José Pacheco
    • 1
  • José Félix Costa
    • 2
    • 3
  1. 1.Departamento de Informática, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Quinta da Torre, 2829-516 CaparicaPortugal
  2. 2.Department of Mathematics, Instituto Superior Técnico, Universidade Técnica de Lisboa, LisboaPortugal
  3. 3.Centro de Matemática e Aplicações Fundamentais do Complexo Interdisciplinar, Universidade de Lisboa, LisbonPortugal

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