Electronic circuits automatic design algorithm
Xuesong Yan, Jian Gang Jin · 2010 Sixth International Conference on Natural Computation · 2010
For the evolutionary electronic circuit design, the representation of the circuit is important, because the representation of the circuit may affected the significance solution circuit or the optimize solution, and also should speeds up the convergence speed of the algorithm search. The hardware representation methods mainly include binary bit string representation and Cartesian Genetic Programming representation. In this paper, we use a hybrid representation method-tree representation and Cartesian Genetic Programming. Based on this representation, we designed the evolutionary algorithm for the electronic circuit design. The experiment results showed our algorithm have higher successful rate compared with the traditional method.