Abstract: This paper proposed one kind of K-Means analysis method based on the genetic algorithm by the average value niche.The real number method was used to encode the clustering center,and the chromosome was matched with the clustering central array correspondingly throuth array transformation.The method was used to update the clustering central with selection,crossover,mutation and the average value niche population optimization.The stable state of the error function and the best dividing clustering center was ob...