A method of case-based creative design

被引：0
|
作者：
Zhang, Ning [1 ]
机构：
[1] Cent Univ Finance & Econ, Sch Informat, Beijing 100081, Peoples R China
来源：
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (ISKE 2007) | 2007年
关键词：
creative design; case-based reasoning; object-oriented; self-organizing feature map; genetic algorithm;
D O I：
10.2991/iske.2007.211
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Case-based reasoning can be used to explain many creative design processes since creativity stems from using old solutions in novel ways. However the process of case-based creative design is usually not very efficient and not easy to implement due to the complexity of creative design problems. This paper presents a method to support the whole case-based creative design process. Object-oriented techniques are used to represent cases. Fuzzy logic and self-organizing feature map are used to improve the accuracy and speed of case retrieval. Constraint rules and genetic algorithm are used to improve the validity and speed of case combination.
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