Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

A Method of Case-Based Creative Design

Authors
Ning Zhang1
1School of Information, Central University of Finance and Economics
Corresponding Author
Ning Zhang
Available Online October 2007.
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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Volume Title
Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
Series
Advances in Intelligent Systems Research
Publication Date
October 2007
ISBN
978-90-78677-04-8
ISSN
1951-6851
DOI
10.2991/iske.2007.211How to use a DOI?
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/).

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  -