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Certain pattern recognition tasks using genetic programming / Durga Prasad Muni.

By: Material type: TextTextPublication details: Kolkata : Indian Statistical Institute, 2008.Description: x, 145 pSubject(s): Genre/Form: DDC classification:
  • 006.4 23 M966
Online resources:
Contents:
1. Introduction and scope of the thesis-- 2. An introduction to pattern recognition and evolutionary algorithms-- 3. Classifier design using genetic programming [A1, A7]-- 4. Simultaneous feature selection and classifier design using genetic programming [A2]-- 5. Evolution of Fuzzy classifiers using genetic programming [A3}-- 6. Texture generation and classification using genetic programming [A4, A5, A6]-- 7. Conclusion and scope of further work-- Bibliography.
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"This thesis was accepted for the Ph.D. degree by the Indian Statistical Institute, April 2008."
Thesis supervisor: Prof. Nikhil R. Pal.

Includes bibliographical references.

1. Introduction and scope of the thesis--
2. An introduction to pattern recognition and evolutionary algorithms--
3. Classifier design using genetic programming [A1, A7]--
4. Simultaneous feature selection and classifier design using genetic programming [A2]--
5. Evolution of Fuzzy classifiers using genetic programming [A3}--
6. Texture generation and classification using genetic programming [A4, A5, A6]--
7. Conclusion and scope of further work--
Bibliography.

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