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Paper Abstract and Keywords
Presentation 2022-01-11 16:40
Study on Stability of Distributed Scheduling Using Alternating Direction Method of Multipliers
Naoki Niiya, Toshiyuki Miyamoto (Osaka Univ.), Daichi Inoue, Toyohiro Umeda (KOBELCO), Shigemasa Takai (Osaka Univ.) MSS2021-42 SS2021-29
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, the development of optimization methods in multi-agent systems has been remarkable. We have proposed a distributed scheduling method using the alternating direction method of multipliers (ADMM). However, there are many cases where the scheduling process oscillates and does not converge; there are still issues of convergence. In this study, we analyze the stability of the ADMM algorithm using the first-order necessary condition for optimality and derive a condition that the dual variables should satisfy. In addition, we propose a modified ADMM algorithm so that the ADMM algorithm reaches a stable dual variable distribution. The results of computer experiments show the effectiveness of the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) multi agent system / ADMM / distributed scheduling / / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 317, MSS2021-42, pp. 64-69, Jan. 2022.
Paper # MSS2021-42 
Date of Issue 2022-01-04 (MSS, SS) 
ISSN 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)
Notes on Review This article is a technical report without peer review, and its polished version will be published elsewhere.
Download PDF MSS2021-42 SS2021-29

Conference Information
Committee SS MSS  
Conference Date 2022-01-11 - 2022-01-12 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagasakiken-Kensetsu-Sogo-Kaikan Bldg. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Mathematical Systems Science and its Applications, Software Science, etc. 
Paper Information
Registration To MSS 
Conference Code 2022-01-SS-MSS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Study on Stability of Distributed Scheduling Using Alternating Direction Method of Multipliers 
Sub Title (in English)  
Keyword(1) multi agent system  
Keyword(2) ADMM  
Keyword(3) distributed scheduling  
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1st Author's Name Naoki Niiya  
1st Author's Affiliation Graduate School of Engineering, Osaka University (Osaka Univ.)
2nd Author's Name Toshiyuki Miyamoto  
2nd Author's Affiliation Graduate School of Engineering, Osaka University (Osaka Univ.)
3rd Author's Name Daichi Inoue  
3rd Author's Affiliation Kobe Steel, Ltd. (KOBELCO)
4th Author's Name Toyohiro Umeda  
4th Author's Affiliation Kobe Steel, Ltd. (KOBELCO)
5th Author's Name Shigemasa Takai  
5th Author's Affiliation Graduate School of Engineering, Osaka University (Osaka Univ.)
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Speaker Author-1 
Date Time 2022-01-11 16:40:00 
Presentation Time 25 minutes 
Registration for MSS 
Paper # MSS2021-42, SS2021-29 
Volume (vol) vol.121 
Number (no) no.317(MSS), no.318(SS) 
Page pp.64-69 
#Pages 6 
Date of Issue 2022-01-04 (MSS, SS) 

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