DocumentCode
1961593
Title
Knowledge Acquisition from Optimization Results of Electromagnetic Systems
Author
Ota, S. ; Campelo, F. ; Igarashi, H.
Author_Institution
Graduate Sch. of Inf. Sci. & Technol., Hokkaido Univ., Sapporo
fYear
0
fDate
0-0 0
Firstpage
164
Lastpage
164
Abstract
This paper describes methods for acquisition of useful knowledge from optimization results of electromagnetic systems. Optimization of those systems on the basis of field computation often yields many quasi-optimal solutions which satisfy given criterion. In this study, such solutions are classified into clusters using the hierarchic method, principal component analysis and self-organizing map to extract useful knowledge for designers about them
Keywords
computational electromagnetics; electromagnetic fields; knowledge acquisition; optimisation; principal component analysis; self-organising feature maps; electromagnetic systems; hierarchic method; knowledge acquisition; knowledge extraction; optimization; principal component analysis; self-organizing map; Clustering algorithms; Electromagnetic fields; Genetic algorithms; Iron; Knowledge acquisition; Magnetic cores; Magnetic flux; Optimization methods; Principal component analysis; Stochastic systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Electromagnetic Field Computation, 2006 12th Biennial IEEE Conference on
Conference_Location
Miami, FL
Print_ISBN
1-4244-0320-0
Type
conf
DOI
10.1109/CEFC-06.2006.1632956
Filename
1632956
Link To Document