mk:his03

Summary

Concurrent Application of Genetic Algorithm in Pattern Recognition. Mario Köppen and Evgenia Dimitriadou. In Design and Application of Hybrid Intelligent Systems, pages 868-877, 2003.

Abstract

This paper proposes the fitness control procedure for the application of genetic algorithms (GA) in pattern recognition. Instead of using GA to solve a concomitant optimization problem, the task is rather represented as a set of data bitstrings, and a similarity measure among those data bitstrings. Then, the GA is used to select the subgroup yielding highest mutual similarity. The paper also provides and discusses some examples for such a procedure, taken from the fields: pattern classification, clustering, and measuring.

Bibtex entry

@INPROCEEDINGS { mk:his03,
    ABSTRACT = { This paper proposes the fitness control procedure for the application of genetic algorithms (GA) in pattern recognition. Instead of using GA to solve a concomitant optimization problem, the task is rather represented as a set of data bitstrings, and a similarity measure among those data bitstrings. Then, the GA is used to select the subgroup yielding highest mutual similarity. The paper also provides and discusses some examples for such a procedure, taken from the fields: pattern classification, clustering, and measuring. },
    AUTHOR = { Mario Köppen and Evgenia Dimitriadou },
    BOOKTITLE = { Design and Application of Hybrid Intelligent Systems },
    CHAPTER = { Signal and Image Processing },
    MODIFIED = { 2008-02-28 14:39:22 +0900 },
    EDITOR = { Ajith Abraham and Mario Köppen and Katrin Franke },
    HASABSTRACT = { Yes },
    PAGES = { 868-877 },
    PDF = { his03.pdf },
    PUBLISHER = { IOS Press Amsterdam, Berlin, Oxford, Tokyo, Washington D.C. },
    SERIES = { Frontiers in Artificial Intelligence and Applications Vol. 104 },
    TITLE = { Concurrent Application of Genetic Algorithm in Pattern Recognition },
    YEAR = { 2003 },
}

On small computer displays, you can hide this right bar by using the 'Hide' button above.

News

Next conferences COMPSAC 2014 (Vasteras, Sweden, July 2014), INCoS-2014 (Salerno, Italy, September 2014).

New edited book "Soft Computing in Industrial Applications", V. Snasel, P. Kroemer, M. Koeppen, G. Schaefer, Springer AISC 223, July 2013.