Abstract
The present invention discloses a fitness function analysis system and an analysis method thereof. Wherein, an initializing module initiates a plurality of reference solutions. Based on fitness functions of reference solutions, a searching module searches a fitness function adjacent to the fitness functions. While an adjacent fitness function close to the fitness function is greater than the fitness function, the searching module replaces the fitness function by the adjacent fitness function. A calculating module calculates the proportion of any fitness function to the summation of the fitness functions. While the searching module counts the number of times that the searching module has searched an adjacent function close to the fitness function, the number of times exceeds a threshold value, and there is no adjacent fitness function greater than the fitness function, a processing module will generate another fitness function corresponding to the fitness function and compare the two fitness functions.