土木工程与管理学报2018，Vol.35Issue(2)：135-139,147,6.
基于区间二型模糊的深基坑施工方案属性相似度计算方法
Method for Attributes Similarity of Deep Excavation Construction Plans Based on Interval Type-2 Fuzzy
摘要
Abstract
The key of case-based reasoning for the plans reuse in deep excavation construction is to calculate the attribute similarity. Attribute values are traditionally given based on experts' experience and then converted to the same type to calculate their similarity,leading to inaccuracy and information loss during the conversion of attribute value, which affects the performance of case retrieval. Therefore, this paper introduced an interval type 2 fuzzy logic method to obtain the interval fuzzy value of attributes so as to enhance the uncertainty description. Similarity (distance) algorithm is employed to calculate the attribute similarity according to the characteristics of attribute value directly. The comprehensive similarity between projects can be obtained by assigning different weights to the attributes. Finally,a case study was used to test and validate the proposed approach. Results show the proposed approach can effectively consider the uncertainty attribute and calculate similarity directly, which reduces the information loss caused by the conversion of attribute value from one type to another and improves the retrieval performance of construction plans.关键词
区间二型模糊数/深基坑施工/施工方案/属性相似度/案例检索Key words
interval type-2 fuzzy number/deep excavation construction/construction plan/attribute similarity calculation/case retrieval分类
交通工程引用本文复制引用
张永成,余群舟,方伟立..基于区间二型模糊的深基坑施工方案属性相似度计算方法[J].土木工程与管理学报,2018,35(2):135-139,147,6.基金项目
国家自然科学基金(51678265) （51678265）
