Scientific and Technical Journal

ELECTROTECHNIC AND COMPUTER SYSTEMS

ISSN Print 2221-3937
ISSN Online 2221-3805
SUB GRADIENT INEQUALITY-CONSTRAINED OPTIMIZATION METHOD IN THE WAVELET TRANSFORMING DOMAIN IN AUTOMATED TECHNICAL DIAGNOSTIC
Abstract:

The adaptive multi-start sub gradient inequality-constrained optimization method in the wavelet transformed domain is designed and investigated. Such method allows of the diagnostics time and expenditure for computing reduced in time of classification procedure.

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References

1. Krylov V. N.The hierarchical sub gradient iterative optimization method inthewavelettransforming domain / V. N. Krylov, G. Yu. Shcherbakova // Electronics and Communications. – 2008. – № 6(47). – С. 28 – 31 [in Russian].

2. Krylov V. NContourimagessegmentationinspaceofwavelettransformwiththeuseoflifting / V. N. Krylov, M. V. Polyakova// Optical-electronic informatively-power technologies. – 2007. – № 2(12). – P. 48–58 [in Russian].

3. Fiakko A. V. Nonlinear programming: sequential unconstrained minimization techniques / A.V. Fiakko., G.P. McCormick. – New York: John Wiley and Sons, Inc. – 1968. – 117 р. [in English].

4. Polyak B. T. Introduction to optimization / B. T. Polyak. – Moskow: Nauka, 1983. – 384 p. [in Russian].

5. Polak E. Computational Methods in Optimization. A unified approach. – Departament of Electrical engineering and Computer Sciences. University of California, Berkeley, California. – New York, London: Academic Press. –1971 [in English].

6. Antoshchuk S. The integrated circuits photo masks images alignment for automated optical inspection system / S. Antoshchuk, V. Krylov, G. Shcherbakova // DAAAM International scientific book 2007, B. Katalinic (Ed), Published by DAAAM International. – 2007. – Chapter 26. – P.287 – 294 [in English].

7. Shcherbakova G., Krylov V., Antoshchuk S. Electronic apparatus automation inspection with adaptive clustering in wavelet domain / Proceeding of the International Conference CADSM 2009 (The Experience of Designing and Application of CAD Systems in Microelectronics, Ukraine). 2009. – P. 153 – 154. [in English].

8. Sub Gradient iterative method for neural networks training / G. Shcherbakova, V. Krylov, V. Abakumov, V.Brovkov, I. Kozina The IEEE International Conference on Intelligent Data Acquisition and Advanced Computing System: Technology and Applications. 15-17 September 2011, Prague, Czech Republic. – P. 361– 64 [in English].

9. Moganti M. F. Automatic PCB inspec-tion algorithms: a survey / M. Moganti, F. Ercal, C. Dagli, S. Tsunekawa // Computer vision and image understanding. 1996. –V. 63. – № 2. –P. 287–313,March 1996.

http://citeseer.ist.psu.edu/ moganti96automatic.html.

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