首页>
外国专利>
APPARATUS AND METHODS FOR PROGRAM SYNTHESIS USING GENETIC ALGORITHMS
APPARATUS AND METHODS FOR PROGRAM SYNTHESIS USING GENETIC ALGORITHMS
展开▼
机译:利用遗传算法合成程序的装置和方法
展开▼
页面导航
摘要
著录项
相似文献
摘要
Example apparatus and methods for program synthesis using genetic algorithms are disclosed herein. An example apparatus includes a program length predictor to predict a length of a first program by executing a first neural network model, a program generator to generate a candidate program having a length corresponding to the predicted length, a candidate program analyzer to generate a fitness score for the candidate program by executing a second neural network model and to identify the first candidate program for use in a breeding operation relative a second candidate program based on the fitness score, and a genetic program generator to perform the breeding operation with at least one of the first candidate program or the second candidate program to generate an evolved candidate program.
展开▼