Paper Abstract and Keywords |
Presentation |
2022-05-20 13:00
[Invited Talk]
Planning with Explanations for Finding Desired Meeting Points on Graphs Keisuke Otaki (TCRDL) COMP2022-7 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Combinatorial optimization problems are ubiquitous for decision making. In real-world scenarios, a decision-maker needs to solve his/her problem iteratively until he/she satisfies solutions, but such an iterative process remains challenging. We then study an explainable iterative framework, which fills the gap between its input instance and instances from which a user could obtain the desired outcome, where computed solutions are judged by the user. The framework also provides users with explanations, representing the difference of instances for deeply understanding the process and its inside. Explanations are clues for users to understand their situation and implement suggested results in practice (e.g., designing a coupon for free travel). In this talk, we show an overview of our research, proposed methods, and related work, particularly focusing on meeting point problems on graphs. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Combinatorial optimizations / Meeting points / Acceptable solutions / Interactive optimization / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 33, COMP2022-7, pp. 45-45, May 2022. |
Paper # |
COMP2022-7 |
Date of Issue |
2022-05-12 (COMP) |
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) |
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COMP2022-7 |
Conference Information |
Committee |
COMP IPSJ-AL |
Conference Date |
2022-05-19 - 2022-05-20 |
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(See Japanese page) |
Place (in English) |
Online |
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(See Japanese page) |
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Paper Information |
Registration To |
COMP |
Conference Code |
2022-05-COMP-AL |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Planning with Explanations for Finding Desired Meeting Points on Graphs |
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Combinatorial optimizations |
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Meeting points |
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Acceptable solutions |
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Interactive optimization |
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1st Author's Name |
Keisuke Otaki |
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Toyota Central R&D Labs (TCRDL) |
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Speaker |
Author-1 |
Date Time |
2022-05-20 13:00:00 |
Presentation Time |
60 minutes |
Registration for |
COMP |
Paper # |
COMP2022-7 |
Volume (vol) |
vol.122 |
Number (no) |
no.33 |
Page |
p.45 |
#Pages |
1 |
Date of Issue |
2022-05-12 (COMP) |
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