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Gene Expression Programming-Based Method of Optimal Frequency Set Determination for Purpose of Analogue Circuits’ Diagnosis

  • P. Jantos
  • D. Grzechca
  • T. Golonek
  • J. Rutkowski
Part of the Advances in Soft Computing book series (AINSC, volume 45)

Abstract

This paper presents a method for optimal frequency search with the use of Gene Expression Programming (GEP). It includes a brief summary of material of analogue circuits fault diagnosis and introduction to GEP. Developed method belongs to SBT diagnosis routines’ group. Frequency responses for chosen hard faults of a circuit under test as well as for an intact circuit are simulated before test. There are ambiguity sets provided to avoid a fault tolerance masking effect.

Keywords

Gene Expression Programming Optimal Frequency Expression Tree Circuit Under Test Ambiguity Region 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

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    Catelani M., Fort A.: Soft Fault Detection and Isolation in Analog Circuits: Some Results and a Comparison Between a Fuzzy Approach and Radial Basis Function Networks, IEEE Trans. On Instrumentation and Measurement, vol. 51, no. 2, pp. 196–202, 2002CrossRefGoogle Scholar
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    Kabisatpathy, P., Barua, A., Sinha, S., Fault diagnosis of analogue integrated circuits, Springer 2005, ISBN: 038725742XGoogle Scholar
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    Ferreira, C., Gene Expression Programming: Mathematical Modelling by an Artificial Intelligence, ISBN: 9729589054Google Scholar
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    Ferreira, C. Gene Expression Programming: a New Adaptive Algorithm for Solving Problems. Complex Systems 2001, Vol. 13, Issue 2, pp. 87–129zbMATHMathSciNetGoogle Scholar
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    Golonek, T., Grzechca, D., Rutkowski, J., Evolutionary Method for Test Frequencies Selection Based on Entropy Index and Ambiguity Sets. ICSES 2006, International Conference on Signals and Electronic System, d, Poland 2006, pp. 511–514Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • P. Jantos
    • 1
  • D. Grzechca
    • 1
  • T. Golonek
    • 1
  • J. Rutkowski
    • 1
  1. 1.Faculty of Automatic Control Electronics and Computer ScienceSilesian Technical UniversityGliwicePoland

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