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Paper Abstract and Keywords
Presentation 2013-06-27 16:35
The wing shape analysis of Mars aircraft by SOM-based shape space method
Kyouhei Itonaga (Kyushu Inst. of Tech.), Sho Yakushiji (CALACULU Inc.), Akira Oyama (JAXA), Tetsuo Furukawa (Kyushu Inst. of Tech.) NC2013-3
Abstract (in Japanese) (See Japanese page) 
(in English) The purpose of this paper is to analyze the wing shapes for Mars exploration aircraft by using the shape space method based on the higher-rank of self-organizing map (SOM). Wing shape designing is a shape optimization problem with multi-objective functions. Thus it is necessary to obtain Pareto-optimal set. By applying the shape space method, we obtained Pareto shape space of the wings as well as Pareto manifold in the multi-dimensional objective function space. We also introduced metric learning to SOM, so that the distances in the shape space and in the objective function space become
consistent.
Keyword (in Japanese) (See Japanese page) 
(in English) shape space method / multi-objective optimization / shape optimization / self-organizing map / SOM / learning metrics / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 111, NC2013-3, pp. 35-40, June 2013.
Paper # NC2013-3 
Date of Issue 2013-06-20 (NC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NC2013-3

Conference Information
Committee NC IPSJ-BIO  
Conference Date 2013-06-27 - 2013-06-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Institute of Science and Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Machine Learning Approach to Biodata Mining, and General 
Paper Information
Registration To NC 
Conference Code 2013-06-NC-BIO 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) The wing shape analysis of Mars aircraft by SOM-based shape space method 
Sub Title (in English)  
Keyword(1) shape space method  
Keyword(2) multi-objective optimization  
Keyword(3) shape optimization  
Keyword(4) self-organizing map  
Keyword(5) SOM  
Keyword(6) learning metrics  
Keyword(7)  
Keyword(8)  
1st Author's Name Kyouhei Itonaga  
1st Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
2nd Author's Name Sho Yakushiji  
2nd Author's Affiliation CALACULU Inc. (CALACULU Inc.)
3rd Author's Name Akira Oyama  
3rd Author's Affiliation Japan Aerospace Exploration Agency (JAXA)
4th Author's Name Tetsuo Furukawa  
4th Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
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Speaker Author-1 
Date Time 2013-06-27 16:35:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2013-3 
Volume (vol) vol.113 
Number (no) no.111 
Page pp.35-40 
#Pages 6 
Date of Issue 2013-06-20 (NC) 

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