基于交互式遗传算法的服装风格偏好模型的研究

摘要

交互式遗传算法通过交互式的手段以用户对个体的评估来替代传统遗传算法的适应度函数设计.提出并设计了一个基于交互式遗传算法的获取服装风格款式偏好模型的算法,通过交互获取用户的主观评分,结合部件对服装风格的影响度,并应用遗传算法得到用户对服装风格款式的偏好模型.%Interactive genetic algorithm substitutes fitness function design of traditional genetic algorithm with evaluation on individual by the user by means of interaction. In this paper we advanced and designed an algorithm based on interactive genetic algorithm for acquiring clothing style and pattern preference model,it catches the preference model of users on clothing styles and patterns by interactively capturing users' subjective grading and combining the influence of the accessories on clothing styles,as well as employing the genetic algorithm.