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| Paper Abstract and Keywords | ||
| Presentation | 2007-06-22 14:30 A study on calibration method of control parameters in simulation models for software debugging processes. Hiroto Nakajima, Mitsuhiro Kimura (Hosei Univ.)  R2007-17 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this study, we try to develop a calibration method of control parameters included in a Monte Carlo simulation model which generates time series data for software reliability assessment. The control parameters are calibrated so as to minimize the mean sum of squared errors between the actually observed data and the generated ones. As a result, the proposed method enables us to use the simulation model for assessing the software reliability based on the observed data. We show several numerical examples of the calibration and software reliability assessment by the simulation models. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Software reliability / Monte Carlo simulation / Parameter estimation / Calibration / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 107, no. 106, R2007-17, pp. 19-24, June 2007. | |
| Paper # | R2007-17 | |
| Date of Issue | 2007-06-15 (R) | |
| 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 | R2007-17 |
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| Conference Information | |
| Committee | R |
| Conference Date | 2007-06-22 - 2007-06-22 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System Reliability, etc. |
| Paper Information | |
| Registration To | R |
| Conference Code | 2007-06-R |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on calibration method of control parameters in simulation models for software debugging processes. |
| Sub Title (in English) | |
| Keyword(1) | Software reliability |
| Keyword(2) | Monte Carlo simulation |
| Keyword(3) | Parameter estimation |
| Keyword(4) | Calibration |
| Keyword(5) | |
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| Keyword(8) | |
| 1st Author's Name | Hiroto Nakajima |
| 1st Author's Affiliation | Hosei University (Hosei Univ.) |
| 2nd Author's Name | Mitsuhiro Kimura |
| 2nd Author's Affiliation | Hosei University (Hosei Univ.) |
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| Speaker | Author-1 |
| Date Time | 2007-06-22 14:30:00 |
| Presentation Time | 25 minutes |
| Registration for | R |
| Paper # | R2007-17 |
| Volume (vol) | vol.107 |
| Number (no) | no.106 |
| Page | pp.19-24 |
| #Pages | 6 |
| Date of Issue | 2007-06-15 (R) |
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