CAJ | 학술논문

地下施工中影响施工的风险影响因素十分繁杂,为了从中剔除不必要或不重要的因素,提出一种新的基于免疫的粗糙集属性约简算法--IRSAR.该算法在求出决策表的相对核core的基础上初始化抗体群,并定义了新的亲和度计算函数和克隆增殖函数,有效地提高了亲和度的收敛速度.利用记忆数组存放每一代中满足条件的抗体,制定了记忆数组更新策略,从而得到最优抗体.实验结果表明,IRSAR算法能够较快地得出合理有效的约简结果.
지하시공중영향시공적풍험영향인소십분번잡,위료종중척제불필요혹불중요적인소,제출일충신적기우면역적조조집속성약간산법--IRSAR.해산법재구출결책표적상대핵core적기출상초시화항체군,병정의료신적친화도계산함수화극륭증식함수,유효지제고료친화도적수렴속도.이용기억수조존방매일대중만족조건적항체,제정료기억수조경신책략,종이득도최우항체.실험결과표명,IRSAR산법능구교쾌지득출합리유효적약간결과.
The risk factors of underground engineering construction are very complex. In order to remove unnecessary factors, a new immune-based rough sets attribute reduction algorithm (IRSAR) is presented. After finding out the relative core of decision-making table, algorithm initialized the antibodies. A new affinity function and a clone expansion function that effectively improved the conver-gence speed of affinity are defined. The memory array is used to save those qualified antibodies in each period. An update strategy of memory array is produced to find out the optimal antibody. The experimental results show that IRSAR could get the effective reduction results quickly.