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| Presentation | 2009-01-30 10:05 Improvement of Search Efficiency by Principal Component Analysis for Analog Circuit Sizing of Operational Amplifier using Genetic Algorithm Yuji Takehara (Toyohashi Univ. Tech.), Masanori Natsui (Tohoku Univ.), Yoshiaki Tadokoro (Toyohashi Univ. Tech.)  VLD2008-112 CPSY2008-74 RECONF2008-76 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper presents an automatic sizing of analog circuits using genetic algorithm (GA) and its performance improvement using principal component analysis (PCA). In this paper, we propose two types of approaches for applying PCA. One is to keep the size of search range to the initial size, and the other is to reduce the search range according to the phase of the exploration. The effect of the applications to the system performance is discussed through an experimental automated sizing of operational amplifiers. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | genetic algorithm / operational amplifier / automated sizing / principal component analysis / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 412, VLD2008-112, pp. 123-128, Jan. 2009. | |
| Paper # | VLD2008-112 | |
| Date of Issue | 2009-01-22 (VLD, CPSY, RECONF) | |
| 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 | VLD2008-112 CPSY2008-74 RECONF2008-76 |
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| Conference Information | |
| Committee | VLD CPSY RECONF IPSJ-SLDM |
| Conference Date | 2009-01-29 - 2009-01-30 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | VLD |
| Conference Code | 2009-01-VLD-CPSY-RECONF-SLDM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improvement of Search Efficiency by Principal Component Analysis for Analog Circuit Sizing of Operational Amplifier using Genetic Algorithm |
| Sub Title (in English) | |
| Keyword(1) | genetic algorithm |
| Keyword(2) | operational amplifier |
| Keyword(3) | automated sizing |
| Keyword(4) | principal component analysis |
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| 1st Author's Name | Yuji Takehara |
| 1st Author's Affiliation | Toyohashi University of Technology (Toyohashi Univ. Tech.) |
| 2nd Author's Name | Masanori Natsui |
| 2nd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 3rd Author's Name | Yoshiaki Tadokoro |
| 3rd Author's Affiliation | Toyohashi University of Technology (Toyohashi Univ. Tech.) |
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| Speaker | Author-1 |
| Date Time | 2009-01-30 10:05:00 |
| Presentation Time | 25 minutes |
| Registration for | VLD |
| Paper # | VLD2008-112, CPSY2008-74, RECONF2008-76 |
| Volume (vol) | vol.108 |
| Number (no) | no.412(VLD), no.413(CPSY), no.414(RECONF) |
| Page | pp.123-128 |
| #Pages | 6 |
| Date of Issue | 2009-01-22 (VLD, CPSY, RECONF) |
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