Paper Details: Downloads: 466
Serial Number: P1120638001
Title: Application of Evolutionary Algorithm in Optimization Digital Structure Design
Authors: K.H. Chong and I. B. Aris and S. M. Bashi
Abstract: In this paper, a method for automatic optimization of digital circuit design has been introduced. This method is based on randomized search techniques mimicking natural genetic evolution. The proposed method is an iterative procedure that consists of a constant-size population of individuals, each one encoding a possible solution in a given problem space. The structure of the circuit is encoded into one-dimensional genotype as represented by a finite string of bits. A number of bit string used to represent the possible logic gates. The structure of gates are arranged in a m * n matrix form.
Keywords: Digital structure design, Evolutionary Algorithm, Optimization, Genetic Algorithm
Journal/Conference: International Journal of Artificial Intelligence and Machine Learning
Volume: 6
Issue: 4
Submission Date: 9/1/2006 12:00:00 AM
Review Date: 11/1/2006 12:00:00 AM
Publishing Date: 12/1/2006 12:00:00 AM
Article Downloads: 466
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