A Method of Case-Based Creative Design

DOI

10.2991/iske.2007.211How to use a DOI?

Keywords

Creative Design, Case-Based Reasoning, Object-oriented, Self-Organizing Feature Map, Genetic Algorithm

Abstract

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.

Copyright

© 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/).

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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  -