A creative design system for electromagnetic device optimization

2010 ◽  
Author(s):  
Jun Ouyang ◽  
David A. Lowther
Keyword(s):  
Design System ◽  
Creative Design ◽  
Device Optimization ◽  
Electromagnetic Device

scholarly journals NK-CDS: A Creative Design System for Museum Art Derivatives

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 29259-29269 ◽  
Author(s):  
Jingwen Zhang ◽  
Shiguang Liu ◽  
Jiahui Fan ◽  
Jiawei Huang ◽  
Min Pei
Keyword(s):  
Design System ◽  
Creative Design

Kriging: A Useful Tool for Electromagnetic Device Optimization

2004 ◽  
Vol 40 (2) ◽  
pp. 1196-1199 ◽  
Author(s):  
L. Lebensztajn ◽  
C.A. RondiniMarretto ◽  
M. CaldoraCosta ◽  
J.-L. Coulomb
Keyword(s):  
Device Optimization ◽  
Electromagnetic Device

Towards a case-based computational model for the creative design of electromagnetic devices

2011 ◽  
Vol 60 (4) ◽  
pp. 485-496
Author(s):  
Jun Ouyang ◽  
David Lowther
Keyword(s):  
Computational Model ◽  
Feature Space ◽  
Practical Significance ◽  
Design System ◽  
Case Based Reasoning ◽  
Creative Design ◽  
Electromagnetic Devices ◽  
Soft Computing Techniques ◽  
Case Base ◽  
Case Based

Towards a case-based computational model for the creative design of electromagnetic devicesIn order to explore creativity in design, a computational model based on Case-Based Reasoning (CBR) (an approach to employing old experiences to solve new problems) and other soft computing techniques from machine learning, is proposed in this paper. The new model is able to address the four challenging issues: generation of a design prototype from incomplete requirements, judgment and improvement of system performance given a sparse initial case base library, extraction of critical features from a given feature space, adaptation of retrieved previous solutions to similar problems for deriving a solution to a given design task. The core principle within this model is that different knowledge from various level cases can be explicitly explored and integrated into a practical design process. In order to demonstrate the practical significance of our presented computational model, a case-based design system for EM devices, which is capable of deriving a new design prototype from a real-world device case base with high dimensionality, has been developed.

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