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Automated design of social choice rules by optimization and rule extraction

Research Project

Project/Area Number 23650073
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionKyushu University

Principal Investigator

YOKOO Makoto  九州大学, システム情報科学研究院, 教授 (20380678)

Co-Investigator(Kenkyū-buntansha) IWASAKI Atsushi  九州大学, システム情報科学研究院, 助教 (30380679)
Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2011: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsゲーム理論 / 最適化 / メカニズムデザイン / オークション / 架空名義操作 / インターネットオークション / 架空名義入札
Research Abstract

The goal of this research project is to develop a method for automatically generating social choice rules that can be applied to large-scale problem instances by combining existing automated mechanism design techniques (which can be applied only for small-scare problem instances) and rule discovery techniques. In this research, we first develop an important core technology for achieving this goal, i.e., a method for extracting social choice rules that satisfy desirable properties based on the results obtained by automated mechanism design. This result was presented at Forum on Information Technology (FIT) and obtained the best paper award (Funai best paper award). Furthermore, the existing automated mechanism design techniques use integer programming to obtain optimal rules for a given criterion. As a result, the types of participants must be represented as a set of discrete values. We develop a new method for directly obtaining social choice rules based on another optimization technique called quantifier elimination, which can handle non-linear, continuous variables.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (56 results)

All 2013 2012 2011 Other

All Journal Article (17 results) (of which Peer Reviewed: 17 results) Presentation (37 results) Remarks (2 results)

  • [Journal Article] 部分観測可能マルコフ決定過程を用いた私的観測付き繰返しゲームにおける均衡分析プログラム2012

    • Author(s)
      ジョ ヨンジュン,岩崎敦,神取道宏,小原一郎,横尾真
    • Journal Title

      情報処理学会論文誌

      Volume: 53 Pages: 2445-2456

    • NAID

      110009486858

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 『計算機科学者のためのゲーム理論入門』シリーズについて2012

    • Author(s)
      横尾真,岩崎敦,櫻井祐子,岡本吉央
    • Journal Title

      コンピュータ ソフトウェア

      Volume: 29

    • NAID

      10030311272

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 『計算機科学者のためのゲーム理論入門』シリーズ第1回 非協力ゲーム(基礎編)2012

    • Author(s)
      横尾真,岩崎敦,櫻井祐子,岡本吉央
    • Journal Title

      コンピュータ ソフトウェア

      Volume: 29

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 『計算機科学者のためのゲーム理論入門』シリーズ第2回 非協力ゲーム(発展編)2012

    • Author(s)
      横尾真,岩崎敦,櫻井祐子,岡本吉央
    • Journal Title

      コンピュータ ソフトウェア

      Volume: 29

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 『計算機科学者のためのゲーム理論入門』シリーズ第3回 メカニズムデザイン2012

    • Author(s)
      横尾真,岩崎敦,櫻井祐子,岡本吉央
    • Journal Title

      コンピュータ ソフトウェア

      Volume: 29

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 擬似木に基づく分散制約最適化問題の精度保証付き非厳密解法の提案2012

    • Author(s)
      沖本 天太, ジョ ヨンジュン, 岩崎 敦, 横尾 真
    • Journal Title

      情報処理学会論文誌

      Volume: 52 Pages: 3786-3795

    • NAID

      110008719953

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effect of DisCSP Variable-Ordering Heuristics in Scale-free Networks2012

    • Author(s)
      Tenda Okimoto, Atsushi Iwasaki, Makoto Yokoo
    • Journal Title

      Journal of Multiagent and Grid System

      Volume: 未定

    • NAID

      40020267887

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 分散制約充足問題:特定の制約網に特化した変数順序付けヒューリスティックの提案2012

    • Author(s)
      沖本 天太, 岩崎 敦, 横尾 真
    • Journal Title

      情報処理学会論文誌

      Volume: 52 Pages: 3018-3029

    • NAID

      110008677679

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Characterizing Strategy-proof, Revenue Monotone Allocation Rules in Auction Mechanisms2011

    • Author(s)
      東藤大樹, 岩崎敦, 横尾真
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 26 Issue: 1 Pages: 86-96

    • DOI

      10.1527/tjsai.26.86

    • NAID

      130000455358

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2012 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Effect of False-name Bids in First Price Auctions2011

    • Author(s)
      桂木敦史, 櫻井祐子, 岩崎敦, 横尾真
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 26 Issue: 1 Pages: 199-207

    • DOI

      10.1527/tjsai.26.199

    • NAID

      130000455369

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2012 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 協力ゲームにおける特性関数のエージェントのタイプに基づく簡略表記法2011

    • Author(s)
      上田俊、北木真、岩崎敦、横尾真
    • Journal Title

      電子情報通信学会論文誌

      Volume: J94-D(11) Pages: 1716-1728

    • NAID

      110008761623

    • Related Report
      2012 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] MC-nets を用いた提携構造形成アルゴリズムの拡張:負の利得と外部性の導入2011

    • Author(s)
      一村良、長谷川隆人、上田俊、岩崎敦、横尾真
    • Journal Title

      電子情報通信学会論文誌

      Volume: J94-D(11) Pages: 1707-1715

    • NAID

      110008761622

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Distributed on-Line Multi-Agent Optimization under Uncertainty: Balancing Exploration and Exploitation2011

    • Author(s)
      Matthew E. Taylor, Manish Jain, Prateek Tandon, Makoto Yokoo, Milind Tambe
    • Journal Title

      Advances in Complex Systems

      Volume: 14(3) Pages: 471-528

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Adaptive Price Update in Distributed Lagrangian Relaxation Protocol2011

    • Author(s)
      平山 勝敏, 松井 俊浩, 横尾 真
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 26 Issue: 1 Pages: 59-67

    • DOI

      10.1527/tjsai.26.59

    • NAID

      130000455355

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Cooperative Problem Solving against Adversary: Quantified Distributed Constraint Satisfaction Problem2011

    • Author(s)
      馬場 里美, 岩崎 敦, 横尾 真, Marius C. Silaghi, 平山 勝敏, 松井 俊浩
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 26 Issue: 1 Pages: 136-146

    • DOI

      10.1527/tjsai.26.136

    • NAID

      130000455363

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Coalition Structure Generation based on Distributed Constraint Optimization2011

    • Author(s)
      上田 俊, 岩崎 敦, 横尾 真, Marius C. Silaghi, 平山 勝敏, 松井 俊浩
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 26 Issue: 1 Pages: 179-189

    • DOI

      10.1527/tjsai.26.179

    • NAID

      130000455367

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] MC-netsを用いた提携構造形成アルゴリズムの拡張:負の利得と外部性の導入2011

    • Author(s)
      一村 良, 長谷川 隆人, 上田 俊, 岩崎 敦, 横尾 真
    • Journal Title

      電子情報通信学会論文誌

      Volume: J94-D(11) Pages: 1707-1715

    • NAID

      110008761622

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] 多項式表現と限量記号消去によるメカニズム設計の自動化2013

    • Author(s)
      岩崎敦
    • Organizer
      計測自動制御学会 第13回制御部門大会
    • Place of Presentation
      福岡
    • Year and Date
      2013-03-08
    • Related Report
      2012 Final Research Report
  • [Presentation] オークションメカニズムの多項式表現と限量記号消去法を用いたメカニズム設計の自動化2012

    • Author(s)
      杉町勇和、岩崎敦、横尾真、穴井宏和
    • Organizer
      日本オペレーションズ/リサーチ学会 2012 年秋季研究発表会
    • Place of Presentation
      神戸
    • Year and Date
      2012-09-16
    • Related Report
      2012 Final Research Report
  • [Presentation] False-name-proofness in Online Mechanisms2012

    • Author(s)
      T. Todo, T. Mouri, A. Iwasaki and M. Yokoo
    • Organizer
      The 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2012)
    • Place of Presentation
      バレンシア (スペイン)
    • Year and Date
      2012-06-08
    • Related Report
      2012 Final Research Report
  • [Presentation] Strategy-proof Mechanisms for two-sided Matching with Minimum and Maximum Quotas2012

    • Author(s)
      S. Ueda, D. Fragiadakis, A. Iwasaki, P. Troyan and M. Yokoo
    • Organizer
      The 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2012)
    • Place of Presentation
      バレンシア (スペイン)
    • Year and Date
      2012-06-04
    • Related Report
      2012 Final Research Report
  • [Presentation] A Compact Representation Scheme of Coalitional Games Based on Multi-Terminal Zero-Suppressed Binary Decision Diagrams2011

    • Author(s)
      Y. Sakurai, S. Ueda, A. Iwasaki, S. Minato and M. Yokoo
    • Organizer
      14th International Conference on Principles and Practice of Multi-Agent System (PRIMA-2011)
    • Place of Presentation
      Wollongong (オーストラリア)(best paper award)
    • Year and Date
      2011-11-17
    • Related Report
      2012 Final Research Report
  • [Presentation] Laboratories / students problem with minimum/maximum quotas2011

    • Author(s)
      S. Ueda, D. Fragiadakis, P. Troyan, A. Iwasaki and M. Yokoo
    • Organizer
      Second International Joint Agent Workshop & Symposium (iJAWS2011)
    • Place of Presentation
      熱海(iJAWS best paepr award)
    • Year and Date
      2011-10-28
    • Related Report
      2012 Final Research Report
  • [Presentation] 配属人数下限付き研究室配属問題2011

    • Author(s)
      上田俊、岩崎敦、横尾真
    • Organizer
      第10回情報科学技術フォーラム (FIT2011)
    • Place of Presentation
      函館
    • Year and Date
      2011-09-09
    • Related Report
      2012 Final Research Report
  • [Presentation] 自動メカニズムデザインを利用した組合せオークションのルール抽出アルゴリズムの提案2011

    • Author(s)
      毛利貴之、杉町勇和、東藤大樹、岩崎敦、横尾真
    • Organizer
      第10回情報科学技術フォーラム (FIT2011)
    • Place of Presentation
      函館 (船井ベストペーパー賞)
    • Year and Date
      2011-09-07
    • Related Report
      2012 Final Research Report
  • [Presentation] Generalizing Envy-Freeness toward Group of Agents2011

    • Author(s)
      T. Todo, R. Li, X.Hu, T. Mouri, A. Iwasaki and M. Yokoo
    • Organizer
      22nd International Joint Conference on Artificial Intelligence (IJCAI-2011)
    • Place of Presentation
      バルセロナ (スペイン)
    • Year and Date
      2011-07-17
    • Related Report
      2012 Final Research Report
  • [Presentation] False- name -proof Mechanism Design without Money2011

    • Author(s)
      T. Todo, A. Iwasaki and M. Yokoo
    • Organizer
      10th International Joint Conference on Autonomous Agents and Multi-Agent System (AAMAS-2011)
    • Place of Presentation
      Taipei (中国)
    • Year and Date
      2011-05-04
    • Related Report
      2012 Final Research Report
  • [Presentation] False-name bidding in first-price combinatorial auctions with incomplete information2011

    • Author(s)
      A. Iwasaki, A. Katsuragi and M. Yokoo
    • Organizer
      10th International Joint Conference on Autonomous Agents and Multi-Agent System (AAMAS-2011)
    • Place of Presentation
      Taipei (中国)
    • Year and Date
      2011-05-04
    • Related Report
      2012 Final Research Report
  • [Presentation] 自動メカニズムデザインを利用した組合せオークションのルール抽出アルゴリズムの提案2011

    • Author(s)
      毛利 貴之, 杉町 勇和, 東藤 大樹 岩崎 敦, 横尾 真
    • Organizer
      第10回情報科学技術フォーラム(FIT2011) (船井ベストペーパー賞)
    • Place of Presentation
      函館
    • Related Report
      2011 Research-status Report
  • [Presentation] 相互処罰による協調 : 私的観測付き無限回繰り返し囚人のジレンマの部分観測マルコフ決定過程による解法2011

    • Author(s)
      ヨンジュン ジョ, 岩崎 敦, 神取 道宏, 小原 一郎, 横尾 真
    • Organizer
      第10回情報科学技術フォーラム(FIT2011)
    • Place of Presentation
      函館
    • Related Report
      2011 Research-status Report
  • [Presentation] 配属人数下限付き研究室配属問題2011

    • Author(s)
      上田 俊, 岩崎 敦, 横尾 真
    • Organizer
      第10回情報科学技術フォーラム(FIT2011)
    • Place of Presentation
      函館
    • Related Report
      2011 Research-status Report
  • [Presentation] Pseudo-Tree-Based Incomplete Algorithm for Distributed Constraint Optimization with Quality Bounds2011

    • Author(s)
      Tenda Okimoto, Yongjoon Joe, Atsushi Iwasaki, MakotoYokoo, Boi Faltings
    • Organizer
      17th International Conference on Principles and Practice of Constraint Programming (CP-2011)
    • Place of Presentation
      Perugia, Italy
    • Related Report
      2011 Research-status Report
  • [Presentation] The Design of Cryptographic S-Boxes Using CSPs2011

    • Author(s)
      Venkatesh Ramamoorthy, Marius-Calin Silaghi, Toshihiro Matsui, Katsutoshi Hirayama, Makoto Yokoo
    • Organizer
      17th International Conference on Principles and Practice of Constraint Programming (CP-2011) (Best Application Paper Award)
    • Place of Presentation
      Perugia, Italy
    • Related Report
      2011 Research-status Report
  • [Presentation] Reducing the Search Space of Resource Constrained DCOPs2011

    • Author(s)
      Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Boi Faltings, Hiroshi Matsuo
    • Organizer
      17th International Conference on Principles and Practice of Constraint Programming (CP-2011)
    • Place of Presentation
      Perugia, Italy
    • Related Report
      2011 Research-status Report
  • [Presentation] Real-Time Solving of Quantified CSPs Based on Monte-Carlo Game Tree Search2011

    • Author(s)
      Satomi Baba, Yongjoon Joe,Atsushi Iwasaki, Makoto Yokoo
    • Organizer
      Twenty-second International Joint Conferenceon Artificial Intelligence (IJCAI-2011)
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2011 Research-status Report
  • [Presentation] Concise Characteristic Function Representations in Coalitional Games Based on Agent Types2011

    • Author(s)
      Suguru Ueda, Makoto Kitaki,Atsushi Iwasaki, Makoto Yokoo
    • Organizer
      Twenty-second International Joint Conferenceon Artificial Intelligence (IJCAI-2011)
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2011 Research-status Report
  • [Presentation] Generalizing Envy-Freeness toward Group of Agents2011

    • Author(s)
      Taiki Todo, Runcong Li, Xuemei Hu, Takayuki Mouri, Atsushi Iwasaki, Makoto Yokoo
    • Organizer
      Twenty-second International Joint Conferenceon Artificial Intelligence (IJCAI-2011)
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2011 Research-status Report
  • [Presentation] Pseudo-tree-based Algorithm for Approximate Distributed Constraint Optimization with Quality Bounds2011

    • Author(s)
      Tenda Okimoto, Yongjoon Joe, Atsushi Iwasaki, MakotoYokoo
    • Organizer
      Tenth International Joint Conference on Autonomous Agents and Multi-Agent System(AAMAS-2011)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2011 Research-status Report
  • [Presentation] Extension of MC-net-based Coalition Structure Generation: Handling Negative Rules and Externalities2011

    • Author(s)
      Ryo Ichimura, Suguru Ueda,Takato Hasegawa, Atsushi Iwasaki, Makoto Yokoo
    • Organizer
      Tenth International Joint Conference on Autonomous Agents and Multi-Agent System(AAMAS-2011)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2011 Research-status Report
  • [Presentation] Concise Characteristic Function Representations in Coalitional Games Based on Agent Types2011

    • Author(s)
      Suguru Ueda, Makoto Kitaki,Atsushi Iwasaki, Makoto Yokoo
    • Organizer
      Tenth International Joint Conference on Autonomous Agents and Multi-Agent System(AAMAS-2011)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2011 Research-status Report
  • [Presentation] False-name-proof Mechanism Design without Money2011

    • Author(s)
      Taiki Todo, Atsushi Iwasaki, Makoto Yokoo
    • Organizer
      Tenth International Joint Conference on Autonomous Agents and Multi-Agent System(AAMAS-2011)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2011 Research-status Report
  • [Presentation] False-name bidding in first-price combinatorial auctions with incomplete information2011

    • Author(s)
      Atsushi Iwasaki, Atsushi Katsuragi, Makoto Yokoo
    • Organizer
      Tenth International Joint Conference on Autonomous Agents and Multi-Agent System(AAMAS-2011)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2011 Research-status Report
  • [Presentation] A Compact Representation Scheme of Coalitional Games Based on Multi-Terminal Zero-Suppressed Binary Decision Diagrams2011

    • Author(s)
      Yuko Sakurai, Suguru Ueda, Atsushi Iwasaki, Shinichi Minato, Makoto Yokoo
    • Organizer
      14th International Conference on Principles and Practice of Multi-Agent System (PRIMA-2011) (Best paper award)
    • Place of Presentation
      Wollongong, Australia
    • Related Report
      2011 Research-status Report
  • [Presentation] Laboratories/students problem with minimun/maximum quotas2011

    • Author(s)
      Suguru Ueda, Daniel Fragiadakis, Peter Troyan, Atsushi Iwasaki, Makoto Yokoo
    • Organizer
      Second International Joint Agent Workshop & Symposium (iJAWS2011) (Best paper award)
    • Place of Presentation
      熱海
    • Related Report
      2011 Research-status Report
  • [Presentation] Generalized Partition Mechanism:Framework for Combining Multiple Stratedy-Mechanisms

    • Author(s)
      Yuko Sakurai and Makoto Yokoo
    • Organizer
      IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT-2012)
    • Place of Presentation
      マカオ(中国)
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Differential Game Theoretic Model for Real-Time Spectrum Princing in Cognitive Radio Networks

    • Author(s)
      Don Hao, Atsushi Iwasaki and Makoto Yokoo
    • Organizer
      37th Annual IEEE Conference on Local Computer Networks(LCN-2012)
    • Place of Presentation
      フロリダ(USA)
    • Related Report
      2012 Annual Research Report
  • [Presentation] False-name-proofness in Online Mechanisms

    • Author(s)
      Taiki Todo, Takayuki Mouri,AtsushiIwasaki, and Makoto Yokoo
    • Organizer
      The eleventh International Conference on Auto-nomous Agents and Multiagent Systems(AAMAS-2012)
    • Place of Presentation
      バレンシア(スペイン)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Handling Negative Value Rules in MC-net-based Coalition Structure Generation

    • Author(s)
      Suguru Ueda,Takato Hasegawa, Naoyuki Hashimoto,Naoki Ohta,Atsushi Iwasaki and Makoto Yokoo
    • Organizer
      The eleventh International Conference on Auto-nomous Agents and Multiagent Systems(AAMAS-2012)
    • Place of Presentation
      バレンシア(スペイン)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Automated Equilibrium Analysis of Repeated Games with Private Monitoring: A POMDP Approach

    • Author(s)
      Yongjoon Joe, Atsushi Iwasaki, Michihiro Kandori, Ichiro Obara, and Makoto Yokoo
    • Organizer
      The eleventh International Conference on Auto-nomous Agents and Multiagent Systems(AAMAS-2012)
    • Place of Presentation
      バレンシア(スペイン)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Strategy-proof Mechanisms for two-sided Matching with Minimum and Maximum Quotas

    • Author(s)
      Suguru Ueda, Daniel Fragiadakis, Atsushi Iwasaki, Peter Troyan, and Makoto Yokoo
    • Organizer
      The eleventh International Conference on Auto-nomous Agents and Multiagent Systems(AAMAS-2012)
    • Place of Presentation
      バレンシア(スペイン)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 多目的分散制約最適化問題における厳密/非厳密解法の提案

    • Author(s)
      沖本天太,ジョヨンジュン, 上田俊,岩崎敦, 櫻井祐子, 横尾真,井上克己
    • Organizer
      合同エージェントワークショップ&シンポジウム2012 (JAWS-2012)
    • Place of Presentation
      静岡県掛川市
    • Related Report
      2012 Annual Research Report
  • [Presentation] BnB-ADOPT_P : 分散制約最適化問題におけるハイブリッド型の解法の提案

    • Author(s)
      沖本天太, 山本将, 櫻井祐子, 横尾真, 井上克巳
    • Organizer
      合同エージェントワークショップ&シンポジウム2012 (JAWS-2012)
    • Place of Presentation
      静岡県掛川市
    • Related Report
      2012 Annual Research Report
  • [Presentation] クラウドソーシングにおける品質コントロールの一考察

    • Author(s)
      櫻井祐子, 沖本天太, 岡雅晃, 兵藤明彦, 篠田正人, 横尾真
    • Organizer
      合同エージェントワークショップ&シンポジウム2012 (JAWS-2012)
    • Place of Presentation
      静岡県掛川市
    • Related Report
      2012 Annual Research Report
  • [Presentation] 多目的制約最適化問題:ユーザとの対話型解法の提案

    • Author(s)
      橋本直幸, 大田直樹, 上田俊, 岩崎敦, 横尾真
    • Organizer
      第11回情報科学技術フォーラム(FIT-2012)
    • Place of Presentation
      法政大学
    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://agent.inf.kyushu-u.ac.jp/~yokoo/

    • Related Report
      2012 Final Research Report
  • [Remarks] Makoto Yokoo

    • URL

      http://agent.inf.kyushu-u.ac.jp/~yokoo/

    • Related Report
      2012 Annual Research Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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