CAJ | 학술논문

论文应用基于案例推理的方法对装备保障训练资源需求预测问题进行方法研究，通过充分挖掘以往案例中的有效信息，将定性分析与定量分析相结合进行相关需求预测。建立了基于模糊理论的案例表示方法；对现有的最近相邻算法进行改进，根据不同的特征因素类型进行分别计算和检索，并针对装备保障训练案例的特点，综合考虑了案例的属性相似度与结构相似度，最后使用基于解析法的算法对相似案例进行重用从而得出需求预测结果。
논문응용기우안례추리적방법대장비보장훈련자원수구예측문제진행방법연구，통과충분알굴이왕안례중적유효신식，장정성분석여정량분석상결합진행상관수구예측。건립료기우모호이론적안례표시방법；대현유적최근상린산법진행개진，근거불동적특정인소류형진행분별계산화검색，병침대장비보장훈련안례적특점，종합고필료안례적속성상사도여결구상사도，최후사용기우해석법적산법대상사안례진행중용종이득출수구예측결과。
This paper applies CBR to study methods of the forecast model about equipment support training resource re-quirement ,combines qualitative analysis and quantitative analysis on related demand by fully exploiting the effective informa-tion in previous cases .The model of case representation based on fuzzy theory is established .Then ,the nearest neighbor al-gorithm is improved by calculating and retievaling different characteristics types and the similarity of interface and structrue are taken into account according to the feature of equipment support training resource requirement .Finally ,analysis method is used for similar cases reuse and getting demand forecast results .