Knowledge acquisition from optimization results of electromagnetic systems

S. Ota; F. Campelo; H. Igarashi

doi:10.1109/CEFC-06.2006.1632956

Knowledge acquisition from optimization results of electromagnetic systems

S. Ota^*, F. Campelo, H. Igarashi

^*Corresponding author for this work

Research output: Chapter in Book/Published conference output › Conference publication

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.

Original language	English
Title of host publication	12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006
Publisher	IEEE
ISBN (Print)	1424403200, 9781424403202
DOIs	https://doi.org/10.1109/CEFC-06.2006.1632956
Publication status	Published - 21 Nov 2006
Event	12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006 - Miami, FL, United States Duration: 30 Apr 2006 → 3 May 2006

Conference

Conference	12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006
Country/Territory	United States
City	Miami, FL
Period	30/04/06 → 3/05/06

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10.1109/CEFC-06.2006.1632956

Cite this

@inproceedings{357955b4a7314ef788a441d3832fd058,

title = "Knowledge acquisition from optimization results of electromagnetic systems",

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.",

author = "S. Ota and F. Campelo and H. Igarashi",

year = "2006",

month = nov,

day = "21",

doi = "10.1109/CEFC-06.2006.1632956",

language = "English",

isbn = "1424403200",

booktitle = "12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006",

publisher = "IEEE",

address = "United States",

note = "12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006 ; Conference date: 30-04-2006 Through 03-05-2006",

}

Ota, S, Campelo, F & Igarashi, H 2006, Knowledge acquisition from optimization results of electromagnetic systems. in 12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006., 1632956, IEEE, 12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006, Miami, FL, United States, 30/04/06. https://doi.org/10.1109/CEFC-06.2006.1632956

TY - GEN

T1 - Knowledge acquisition from optimization results of electromagnetic systems

AU - Ota, S.

AU - Campelo, F.

AU - Igarashi, H.

PY - 2006/11/21

Y1 - 2006/11/21

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=42749104314&partnerID=8YFLogxK

UR - https://ieeexplore.ieee.org/document/1632956

U2 - 10.1109/CEFC-06.2006.1632956

DO - 10.1109/CEFC-06.2006.1632956

M3 - Conference publication

AN - SCOPUS:42749104314

SN - 1424403200

SN - 9781424403202

BT - 12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006

PB - IEEE

T2 - 12th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2006

Y2 - 30 April 2006 through 3 May 2006

ER -

Knowledge acquisition from optimization results of electromagnetic systems

Abstract

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