The Research of Basic Factors and Improvement Technology in Genetic Algorithm

摘要

Genetic algorithm(GA) is an important technology of data mining, it gets successful application in many fields. In order to raise efficiency of genetic algorithm, we need to improve its basic factors. This paper researches basic factors and improvement technology of GA, proposes some improvement approaches of crossover operator and mutation operator, and makes proving for improved genetic algorithm. It has proved that the advantage of improved genetic algorithm is obvious.