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In this paper a new algorithm is introduced for syntactic pattern recognition and string matching by using linked listdata structure which later could be used for hand written digits recognition.At first,handwritten digits are changed to string as input pattern by using chaincodethen the achieved string is recognized by using refer algorithm being implemented by linked list. This refer algorithm is able to compute the distance between the chain code strings shown in the implementation. The suggested algorithm reduces time complexity ofleven shtein's algorithm from second-order to linear-orderand in addition is able to decrease the consumption memory and increase accuracy of handwritten digits recognition as well. Our proposed implemented algorithm has 94.8% accuracy over 3000 handwritten digits samples.

A New String Matching Algorithm and its Application in Hand-Written Digits Recognition