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In this book , we present a method to find a complete fingerprint given a part of it and reconstruct the partial fingerprint and match it with a complete fingerprint using genetic algorithm based on the minutia template that belongs to the original fingerprint. and developed a GA technique to improve deformed fingerprints identity verification in a given image that may be corrupted by noise. Also we have developed an algorithm for reconstructing fingerprint images from a minutiae template.