Abstract—The recognition processes is among the many intelligent activities of the human brain system . This paper is concerned with the Pattern recognition (isolated Arabic characters) using genetic algorithm to satisfy a successful recognition operation. The unknown character is read from a file and many operations will perform on it to manipulate it and extract its features, to compare these features with saved template's features The ratio of successful was over 95%. The proposed system has been implemented and tested on Delphi 6 environment.

Index Terms—Artificial Intelligence, Pattern Recognition, Genetic Algorithm, Delphi 6 environment.

Department of Computer Science. University of Tikrit , Iraq

Cite: Majida Ali Abed , Ahmad Nasser Ismail and Zubadi Matiz Hazi, "Pattern recognition Using Genetic Algorithm," International Journal of Computer and Electrical Engineering vol. 2, no. 3, pp. 583-588, 2010.