CAJ | 학술논문

在设计遗传算法时,讨论算法种类的选取和控制参数的设置,基于规则归纳方法,提出一种研究遗传算法种类选择和控制参数设置的实验模型,以遗传算法数值优化问题为背景,用统一结构描述遗传算法实验,利用属件分组等操作规范训练集与决策树算法SLIQ进行规则归纳,将获取的规则用于指导遗传算法设计,并用设计出的算法解决某函数的优化求解问题.
재설계유전산법시,토론산법충류적선취화공제삼수적설치,기우규칙귀납방법,제출일충연구유전산법충류선택화공제삼수설치적실험모형,이유전산법수치우화문제위배경,용통일결구묘술유전산법실험,이용속건분조등조작규범훈련집여결책수산법SLIQ진행규칙귀납,장획취적규칙용우지도유전산법설계,병용설계출적산법해결모함수적우화구해문제.
In the design of genetic algorithm,the major issues are selection of algorithm type and parameter setting in Genetic Algorithm(GA).Based on rule induction,this paper puts forward a test model that Can study the selection of algorithm type and parameter setting in GA.Taking numerical optimization technique using GA as a background,try to give a unified format to describe genetic algorithm experiments,and regulates the training dataset by some methods,for example,fields grouping.The most important part of this test model is rule induction making use of decision tree algorithm SLIQ.Through that process,it can get a set of rules which can guide the design of GA.