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A Markov chain model of the B-cell algorithm

  • Edward Clark*
  • , Andrew Hone
  • , Jon Timmis
  • *Awdur cyfatebol y gwaith hwn
  • University of Kent
  • University of York

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (ISBN)

35 Dyfyniadau (Scopus)

Crynodeb

An exact Markov chain model of the B-cell algorithm (BCA) is constructed via a novel possible transit method. The model is used to formulate a proof that the BCA is convergent absolute under a very broad set of conditions. Results from a simple numerical example are presented, we use this to demonstrate how the model can be applied to increase understanding of the performance of the BCA in optimizing function landscapes as well as giving insight into the optimal parameter settings for the BCA.

Iaith wreiddiolSaesneg
TeitlArtificial Immune Systems
Is-deitl4th International Conference, ICARIS 2005, Banff, Alberta, Canada, August 14-17, 2005, Proceedings
CyhoeddwrSpringer Nature
Tudalennau318-330
Nifer y tudalennau13
Cyfrol3627
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2005
Digwyddiad4th International Conference on Artificial Immune Systems, ICARIS 2005 - Banff, Alta., Canada
Hyd: 14 Awst 200517 Awst 2005

Cyfres gyhoeddiadau

EnwLecture Notes in Computer Science
CyhoeddwrSpringer Nature
ISSN (Argraffiad)0302-9743

Cynhadledd

Cynhadledd4th International Conference on Artificial Immune Systems, ICARIS 2005
Gwlad/TiriogaethCanada
DinasBanff, Alta.
Cyfnod14 Awst 200517 Awst 2005

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