A Method of Case-Based Creative Design
- 10.2991/iske.2007.211How to use a DOI?
- Creative Design, Case-Based Reasoning, Object-oriented, Self-Organizing Feature Map, Genetic Algorithm
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.
- © 2007, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Ning Zhang PY - 2007/10 DA - 2007/10 TI - A Method of Case-Based Creative Design BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 1242 EP - 1249 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.211 DO - 10.2991/iske.2007.211 ID - Zhang2007/10 ER -