Paper Abstract and Keywords |
Presentation |
2009-11-11 16:20
Experimental Evaluation of a Two-Phase Sequential Partial Optimization Algorithm for Convex Quadratic Programming Problems Yuta Kobayashi, Norikazu Takahashi (Kyushu Univ.) NLP2009-97 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
A convex quadratic programming (QP) problem is an optimization problem in which a convex quadratic function is minimized subject to some linear constraints. QP problems play important roles in many fields. Recently, the authors have proposed a two-phase sequential partial optimization algorithm for solving general convex QP problems, which is based on the decomposition method for the training of support vector machines. In this report, we describe the algorithm in detail and present experimental results to evaluate its performance. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
convex quadratic programming problem / sequential partial optimization / support vector machine / Scilab / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 269, NLP2009-97, pp. 85-90, Nov. 2009. |
Paper # |
NLP2009-97 |
Date of Issue |
2009-11-04 (NLP) |
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) |
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NLP2009-97 |
Conference Information |
Committee |
NLP |
Conference Date |
2009-11-11 - 2009-11-14 |
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(See Japanese page) |
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Paper Information |
Registration To |
NLP |
Conference Code |
2009-11-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Experimental Evaluation of a Two-Phase Sequential Partial Optimization Algorithm for Convex Quadratic Programming Problems |
Sub Title (in English) |
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Keyword(1) |
convex quadratic programming problem |
Keyword(2) |
sequential partial optimization |
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support vector machine |
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Scilab |
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1st Author's Name |
Yuta Kobayashi |
1st Author's Affiliation |
Kyushu University (Kyushu Univ.) |
2nd Author's Name |
Norikazu Takahashi |
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Kyushu University (Kyushu Univ.) |
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Speaker |
Author-1 |
Date Time |
2009-11-11 16:20:00 |
Presentation Time |
20 minutes |
Registration for |
NLP |
Paper # |
NLP2009-97 |
Volume (vol) |
vol.109 |
Number (no) |
no.269 |
Page |
pp.85-90 |
#Pages |
6 |
Date of Issue |
2009-11-04 (NLP) |