CAJ | 학술논문

首先介绍了基于Sugeno模糊积分的多分类器融合方法的一般原理,而后将其应用于研究多属性决策中的综合排序问题,最后,用一个实际的案例验证了该融合方法的有效性和可行性.利用该方法不但实现了多属性决策中社会选择函数的功能,而且通过对"分类器"的训练,能够反映出各种决策方法在解决同类问题中的效果.同时,融合后的结果也能够充分地体现出决策者的偏好.
수선개소료기우Sugeno모호적분적다분류기융합방법적일반원리,이후장기응용우연구다속성결책중적종합배서문제,최후,용일개실제적안례험증료해융합방법적유효성화가행성.이용해방법불단실현료다속성결책중사회선택함수적공능,이차통과대"분류기"적훈련,능구반영출각충결책방법재해결동류문제중적효과.동시,융합후적결과야능구충분지체현출결책자적편호.
This paper, firstly, introduces the theory of the multi-classifier fusion method which is based on Sugeno fuzzy integral. Then the method is used to solve the comprehensive sorting of multi-attribute decision making problems. Finally a concrete case is given to illustrate the feasibility and the rationality of the fusion method. The utilization of this theory not only realizes the function of so-cial choice, but also, through the "classifier" training, reflects the effect of the decision-making methods itself in the similar decision-making problem. Meanwhile, concentrated results reflect the wi-shes of decision makers much better.