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2011 Fiscal Year Final Research Report

Congestion and prediction : boundedly rational decision maker

Research Project

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Project/Area Number 21510157
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionKeio University

Principal Investigator

MASUDA Yasushi  慶應義塾大学, 理工学部, 教授 (10286643)

Project Period (FY) 2009 – 2011
Keywords混雑課金 / 限定合理性 / ネットワーク / 経営科学
Research Abstract

This research develops methods to mitigate a congestion problem when the customer behavior depends dynamically on the congestion level. To be more specific, we first construct an equilibrium model of the behavior of customers trying to avoid the congestion. We then analyze how congestion pricing and priority assignment, two methods of congestion control, influence the customers' equilibrium behavior. There are two main results. First, we provide a clear interpretation of the second-best congestion pricing. Second, we show that, even if customers are homogeneous(i. e., there is no urgent customer), the priority assignment is an effective method of congestion control of network-based service systems. These results provide a new insight into and a means for congestion control.

  • Research Products

    (14 results)

All 2011 2010 2009 Other

All Journal Article (4 results) (of which Peer Reviewed: 2 results) Presentation (8 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] イールドマネジメント,サービスイノベーションへの数理的アプローチ小特集2011

    • Author(s)
      増田靖
    • Journal Title

      電子情報通信学会誌

      Volume: vol.94, No.9 Pages: 773-777

  • [Journal Article] Stochastic Comparisons in Revenue Management under a Discrete Choice Model of Consumer Behavior2010

    • Author(s)
      Miki, H., D. Cao and Y. Masuda
    • Journal Title

      Journal of the Operations Research Society of Japan

      Volume: Vol.53(3) Pages: 207-219

    • Peer Reviewed
  • [Journal Article] Second-best Congestion Pricing and User Heterogeneity in Static Transportation Networks2010

    • Author(s)
      Kido, T. and Y. Masuda
    • Journal Title

      Journal of Operations Research Society of Japan

      Volume: Vol.53(2) Pages: 157-171

    • Peer Reviewed
  • [Journal Article] Management Scienceの近年の動向とモデル化に関する私見2010

    • Author(s)
      増田靖
    • Journal Title

      経営システム(Communications of JIMA)

      Volume: Vol.20, No.2 Pages: 56-61

  • [Presentation] Second-Best Congestion Pricing and its Interpretation in Transportation Networks2011

    • Author(s)
      Masuda, Y. and T. Kido
    • Organizer
      INFORMS Annual Meeting
    • Place of Presentation
      Austin, TX
    • Year and Date
      2011-11-09
  • [Presentation] 優先度による顧客の混雑制御:テーマパークのサービス向上2011

    • Author(s)
      辻暁, 増田靖
    • Organizer
      オペレーションズ・マネジメント & ストラテジー学会第3回全国研究発表大会
    • Place of Presentation
      横浜国立大学
    • Year and Date
      2011-07-18
  • [Presentation] Second-Best Congestion Pricing : Interpretation and User Heterogeneity2011

    • Author(s)
      Masuda, Y. and T. Kido
    • Organizer
      Conference for the International Federation of Operations Research Societies
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2011-07-15
  • [Presentation] Monotonicity of Expected Revenue in Revenue Management : Two Models of Consumers' Choice2011

    • Author(s)
      Masuda, Y. and S. Deguchi
    • Organizer
      Conference for the International Federation of Operations Research Societies
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2011-07-14
  • [Presentation] 収益管理問題における過剰予約:単調性と返金額2011

    • Author(s)
      出口翔, 増田靖
    • Organizer
      待ち行列シンポジウム「確率モデルとその応用」報文集
    • Place of Presentation
      京都
    • Year and Date
      2011-01-18
  • [Presentation] テーマパークにおける優先パスの有効性について2011

    • Author(s)
      辻暁, 増田靖
    • Organizer
      待ち行列シンポジウム「確率モデルとその応用」報文集
    • Place of Presentation
      京都
    • Year and Date
      2011-01-18
  • [Presentation] Monotonicity of Expected Revenue in Revenue Management2010

    • Author(s)
      Masuda, Y., H. Miki and D. Cao
    • Organizer
      DP部会40年記念シンポジウム
    • Place of Presentation
      千葉大学
    • Year and Date
      2010-08-28
  • [Presentation] Stochastic Comparisons in Revenue Management under a Discrete Choice Model of Consumer Behavior2009

    • Author(s)
      Masuda, Y., H. Miki and D, Cao
    • Organizer
      待ち行列部会セミナー
    • Place of Presentation
      東京工業大学
    • Year and Date
      2009-11-21
  • [Remarks]

    • URL

      http://www.ae.keio.ac.jp/lab/soc/masuda/scholar.html

  • [Patent(Industrial Property Rights)] 発電機起動停止計画の作成方法2011

    • Inventor(s)
      所健一,増田靖,西野寿一
    • Industrial Property Rights Holder
      財団法人電力中央研究所
    • Industrial Property Number
      特許、4704205
    • Acquisition Date
      2011-03-18

URL: 

Published: 2013-07-31  

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