Leximin multiple objective optimization for preferences of agents

Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Hiroshi Matsuo

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

6 被引用数 (Scopus)

抄録

We address a variation of Multiple Objective Distributed Constraint Optimization Problems (MODCOPs). In the conventional MODCOPs, a few objectives are globally defined and agents cooperate to find the Pareto optimal solution. On the other hand, in several practical problems, the share of each agent is important. Such shares are represented as preference values of agents. This class of problems is defined as theMODCOP on the preferences of agents. Particularly, we focus on the optimization problems based on the leximin ordering (Leximin AMODCOPs), which improves the equality among agents. The solution methods based on pseudo trees are applied to the Leximin AMODCOPs.

本文言語英語
ホスト出版物のタイトルPRIMA 2014
ホスト出版物のサブタイトルPrinciples and Practice of Multi-Agent Systems - 17th International Conference, Proceedings
編集者Hoa Khanh Dam, Jeremy Pitt, Yang Xu, Guido Governatori, Takayuki Ito
出版社Springer Verlag
ページ423-438
ページ数16
ISBN(電子版)9783319131900
DOI
出版ステータス出版済み - 2014
イベント17th International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2014 - Gold Coast, オーストラリア
継続期間: 12 1 201412 5 2014

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
8861
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

その他

その他17th International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2014
Countryオーストラリア
CityGold Coast
Period12/1/1412/5/14

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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