Paper Abstract and Keywords |
Presentation |
2015-12-19 09:20
Resource Allocation with Preference Order and Effective Allocation Methods Kengo Saito, Toshiharu Sugawara (Waseda Univ.) AI2015-46 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper introduces a resource allocation problem with agents'
preference orders and
proposes efficient algorithms for semi-optimal allocations. A number
of studies are dedicated to resource allocation problems because it is
a fundamental problem solving framework in computer science, but they
have rarely taken into account agents' individual preferential orders.
Our proposed framework allocates one unit of resources to each
agent but allows them to declare multiple resources with their own
preferential orders. It then tries to allocate a resource to each
agent by not only maximizing total value but also considering the
agent's preference. Finally, we analyze the quality of solutions by
comparing them with the optimal solutions obtained by CPLEX. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Resource Allocation Problem / Auction / Multi-objective optimization / Integer programming / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 381, AI2015-46, pp. 119-124, Dec. 2015. |
Paper # |
AI2015-46 |
Date of Issue |
2015-12-11 (AI) |
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 |
AI2015-46 |
Conference Information |
Committee |
AI |
Conference Date |
2015-12-18 - 2015-12-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
AI |
Conference Code |
2015-12-AI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Resource Allocation with Preference Order and Effective Allocation Methods |
Sub Title (in English) |
|
Keyword(1) |
Resource Allocation Problem |
Keyword(2) |
Auction |
Keyword(3) |
Multi-objective optimization |
Keyword(4) |
Integer programming |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Kengo Saito |
1st Author's Affiliation |
Waseda University (Waseda Univ.) |
2nd Author's Name |
Toshiharu Sugawara |
2nd Author's Affiliation |
Waseda University (Waseda Univ.) |
3rd Author's Name |
|
3rd Author's Affiliation |
() |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2015-12-19 09:20:00 |
Presentation Time |
20 minutes |
Registration for |
AI |
Paper # |
AI2015-46 |
Volume (vol) |
vol.115 |
Number (no) |
no.381 |
Page |
pp.119-124 |
#Pages |
6 |
Date of Issue |
2015-12-11 (AI) |