• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Development of mathematical solvers and a security planning system for security problems

Research Project

Project/Area Number 17K01285
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research Institution防衛大学校(総合教育学群、人文社会科学群、応用科学群、電気情報学群及びシステム工学群)

Principal Investigator

Hohzaki Ryusuke  防衛大学校(総合教育学群、人文社会科学群、応用科学群、電気情報学群及びシステム工学群), 電気情報学群, 教授 (20546048)

Co-Investigator(Kenkyū-buntansha) 大山 達雄  政策研究大学院大学, 政策研究科, 名誉教授 (30134323)
諸星 穂積  政策研究大学院大学, 政策研究科, 教授 (10272387)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2019: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2018: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2017: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords探索理論 / ゲーム理論 / 警備ゲーム / ネットワーク阻止モデル / オペレーションズ・リサーチ / 数理計画法 / 危機管理 / 警備問題
Outline of Final Research Achievements

We developed mathematical models and their solution methods to solve security problems. Specifically, we represent a facility space as a general network so that it can be applied to actual facilities in a general way, and model the security problem as an optimal problem under the constraints of limited security resources such as security costs and security personnel. In the model, we involve the configuration of multiple security teams, the characteristics of intruders such as criminals, smugglers and terrorists, and their intentions, as well as the intruder's superiority to the security side on security information acquisition. We also consider the security side' clever usage of some security devices like security cameras. For the security problem, we proposed a security planning system to give advices on an optimal deployment of security staffs and an optimal dispatch of them in an emergency.

Academic Significance and Societal Importance of the Research Achievements

警備問題に対するこの数理的手法研究では、侵入者と警備側との対決問題としての警備ゲームと呼ばれる研究群と、マルウェアに代表される情報ネットワークでの悪意のあるエンティティの侵入阻止のためのネットワーク阻止モデルと呼ばれる研究群を組み合わせて、現実の施設警備において有限な警備資源の効果的使用を図る警備計画立案システムを提案した点に学術的意義がある。この科研費研究には様々な適用例が想像されるが、来る東京オリンピック・パラリンピックや大阪万国博覧会といった大勢の海外参加者が予想される大イベントを開催する日本においては、これらイベントの成功に役立つ計画立案ツールを提供できる。

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (66 results)

All 2020 2019 2018 2017

All Journal Article (32 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 21 results,  Open Access: 7 results) Presentation (33 results) (of which Int'l Joint Research: 12 results,  Invited: 6 results) Book (1 results)

  • [Journal Article] 捜索資源配分ゲームに関する研究の変遷(解説記事)2020

    • Author(s)
      宝崎隆祐
    • Journal Title

      オペレーションズ・リサーチ(日本OR学会誌)

      Volume: 65 Pages: 279-286

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Network-Based Multiple UAVs Search Planning for Disaster Relief.2019

    • Author(s)
      H. Morohosi
    • Journal Title

      J. Oper. Res. Soc. China

      Volume: - Issue: 4 Pages: 669-679

    • DOI

      10.1007/s40305-019-00283-8

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Data Analyses for Investigating Recent Major Earthquakes and Mitigating their Damages in Japan2019

    • Author(s)
      Yuji Kawase and Tatsuo Oyama
    • Journal Title

      International Journal of Operational Research Nepal

      Volume: 2 Pages: 75-93

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Assessing the Performance of Japanese Major Universities through the Research Funding System2019

    • Author(s)
      Yasunori Yamashita, Hoang Ngan Giang and Tatsuo Oyama
    • Journal Title

      International Journal of Higher Education

      Volume: 8 Pages: 1-18

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The question of equal representation of citizens in the legislature of Nepal: rhetoric and reality2019

    • Author(s)
      Pandeya, G.P. and Oyama, T.
    • Journal Title

      Asian Journal of Political Science

      Volume: Vol.27.Iss.1 Issue: 1 Pages: 45-69

    • DOI

      10.1080/02185377.2019.1570471

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 列車脱線事故に関するリスクを考慮した軌道保守計画最適化モデルの構築と検証2019

    • Author(s)
      三和雅史,大山達雄
    • Journal Title

      土木学会論文集D3

      Volume: 75 Pages: 11-28

    • NAID

      130007563412

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Reviewing Restoration Processes for the Damaged Social Infrastructures in Japan and Building a Performance Indicator to Design Disaster Mitigation Policy2019

    • Author(s)
      Yuji Kawase and Tatsuo Oyama
    • Journal Title

      Proceedings of Asian Association of Management Science and Applications

      Volume: - Pages: 18-33

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 応用数理を遊歩道から眺める(1)-フォーラム“応用数理の遊歩道(96)2019

    • Author(s)
      大山達雄
    • Journal Title

      応用数理

      Volume: 29(1) Pages: 41-44

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 応用数理、ORの役割とデータ分析 (2)-フォーラム“応用数理の遊歩道(97)2019

    • Author(s)
      大山達雄
    • Journal Title

      応用数理

      Volume: 29(2) Pages: 37-41

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 数理モデル分析とその応用(3)-フォーラム“応用数理の遊歩道(98)2019

    • Author(s)
      大山達雄
    • Journal Title

      応用数理

      Volume: 29(3) Pages: 41-44

    • Related Report
      2019 Annual Research Report
  • [Journal Article] サイエンスとしての応用数理とOR (4)-フォーラム“応用数理の遊歩道(99)2019

    • Author(s)
      大山達雄
    • Journal Title

      応用数理

      Volume: 29(4) Pages: 36-41

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 捕捉者のいる捜索資源配分ゲーム2019

    • Author(s)
      黒須 敦史, 宝崎 隆祐, 佐久間 大, 鵜飼 孝盛, 山田 修司
    • Journal Title

      Transactions of the Operations Research Society of Japan

      Volume: 62 Pages: 90-114

    • NAID

      130007778632

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 捜索理論とその応用(解説記事)2019

    • Author(s)
      宝崎隆祐
    • Journal Title

      システム/制御/情報(システム制御情報学会誌)

      Volume: 63 Pages: 377-382

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 警備ゲームの動向(解説記事)2019

    • Author(s)
      宝崎隆祐
    • Journal Title

      オペレーションズ・リサーチ(日本OR学会誌)

      Volume: 64 Pages: 614-621

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 非ゼロ和の施設警備ゲーム2019

    • Author(s)
      宝崎隆祐
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 2126 Pages: 35-43

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Statistical Data Analyses for Investigating Recent Major Earthquakes and Mitigating their Damages in Japan2019

    • Author(s)
      Tatsuo Oyama
    • Journal Title

      International Journal of Operational Research Nepal

      Volume: 1 Pages: 1-20

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] 列車脱線事故に関するリスクを考慮した軌道保守計画最適化モデルの構築と検証2019

    • Author(s)
      三和雅史,大山達雄
    • Journal Title

      土木学会論文集

      Volume: 75 Pages: 11-28

    • NAID

      130007563412

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] 複数同時侵入のあるネットワーク阻止ゲーム2018

    • Author(s)
      宝崎隆祐
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 2078 Pages: 201-207

    • Related Report
      2018 Research-status Report
    • Open Access
  • [Journal Article] 目標及び捜索者の双方が個人情報をもつ捜索ゲーム2018

    • Author(s)
      宮田鉄矢,宝崎隆祐
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 2078 Pages: 194-200

    • Related Report
      2018 Research-status Report
    • Open Access
  • [Journal Article] 目標・捜索者双方が個人情報をもつ情報不完備捜索ゲーム2018

    • Author(s)
      宮田鉄矢,宝崎隆祐,佐久間大
    • Journal Title

      防衛大学校理工学研究報告

      Volume: 56 Pages: 121-130

    • NAID

      40021703612

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] A generalized parametric divisor method2018

    • Author(s)
      Tatsuo Oyama, Nicholas G. Hall and Kazuhiro Kobayashi
    • Journal Title

      International Transactions in Operational Research

      Volume: 27 Pages: 1-29

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] An optimal track maintenance scheduling model analysis taking the risk of accidents into consideration2018

    • Author(s)
      Masashi Miwa and Tatsuo Oyama
    • Journal Title

      International Transactions in Operational Research

      Volume: 25 Pages: 1465-1490

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Applying OR theory and techniques to social systems analysis2018

    • Author(s)
      Tatsuo Oyama
    • Journal Title

      Operations Research and Optimization

      Volume: 1 Pages: 249-268

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Investigating the Supporting Industry in the Manufacturing Sector in Vietnam-Role, Development and Future Strategie2018

    • Author(s)
      Nguyen Viet Tung and Tatsuo Oyama
    • Journal Title

      Review of Public Administration and Management

      Volume: 6 Issue: 01 Pages: 1-10

    • DOI

      10.4172/2315-7844.1000242

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] ネットワーク上の損耗ゲームにおける勢力集中効果モデル2017

    • Author(s)
      宝崎隆祐
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 2044 Pages: 121-130

    • Related Report
      2017 Research-status Report
    • Open Access
  • [Journal Article] Security games taking account of invasion routes and attrition2017

    • Author(s)
      R. Hohzaki and G. Sakai
    • Journal Title

      J. of the Operations Research Society of Japan

      Volume: 60 Pages: 155-177

    • NAID

      130005633870

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A search game with incomplete information about target's energy2017

    • Author(s)
      T. Matsuo and R. Hohzaki
    • Journal Title

      Scientiae Mathematicae Japonicae

      Volume: 80 Pages: 57-76

    • NAID

      130007644591

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effects of a player's awareness of information acquisition and ability to change strategy in attrition games2017

    • Author(s)
      R. Hohzaki and M. Tanaka
    • Journal Title

      J. of the Operations Research Society of Japan

      Volume: 60 Pages: 353-378

    • NAID

      130005874225

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A search game with incomplete information on detective capability of searcher2017

    • Author(s)
      R. Hohzaki
    • Journal Title

      Contributions to Game Theory and Management

      Volume: 10 Pages: 129-142

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Developing a green path power expansion plan in Indonesia by applying a multiobjective optimization modeling technique2017

    • Author(s)
      M. Tri Sambodo, H. Morohosi, and T. Oyama
    • Journal Title

      Journal of Energy Engineering

      Volume: 143 Pages: 1-12

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Special Issue on Developing Sustainable Energy and Environmental Systems in Japan: Energy Crisis and Challenges2017

    • Author(s)
      Tanaka, M. R. Takashima, S. Mori, and T. Oyama
    • Journal Title

      Journal of Energy Engineering

      Volume: 印刷中 Issue: 3 Pages: 1-2

    • DOI

      10.1061/(asce)ey.1943-7897.0000457

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] An optimal track maintenance scheduling model analysis taking the risk of accidents into consideration2017

    • Author(s)
      M. Miwa and T. Oyama
    • Journal Title

      International Transactions in Operational Research

      Volume: 1 Issue: 5 Pages: 1-26

    • DOI

      10.1111/itor.12425

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] これまでの研究を振り返って2020

    • Author(s)
      宝崎隆祐
    • Organizer
      日本OR学会第8回「危機管理と社会とOR」研究部会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] An Attack-and-Defense Game on a Network with Multiple Start Nodes and Destination Nodes for Attackers2019

    • Author(s)
      Ryusuke Hohzaki
    • Organizer
      The 30th European Conference on Operational Research
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 警備ゲームに関する最近の話題2019

    • Author(s)
      宝崎隆祐
    • Organizer
      日本OR学会「不確実状況下における意思決定とその周辺」研究部会及び国際数理科学協会「確率モデルと最適化」分科会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 不確実性を考慮した探索用ドローン基地の配置について2019

    • Author(s)
      諸星穂積
    • Organizer
      日本OR学会2019年秋季研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] ネットワーク阻止ゲームにおける動的阻止について2019

    • Author(s)
      宝崎隆祐
    • Organizer
      日本OR学会2019年秋季研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Drone Base Location Planning for Disaster Relief2019

    • Author(s)
      Hozumi Morohosi
    • Organizer
      INFORMS Annual Meeting 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 複数種類の捜索資源の組合せ使用を考慮した捜索ゲーム2019

    • Author(s)
      宝崎隆祐
    • Organizer
      京大数理解析研究所共同研究集会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 捜索資源配分ゲームに関する研究の変遷2019

    • Author(s)
      宝崎隆祐
    • Organizer
      日本OR学会関西支部シンポジウム
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 複数種捜索資源の同時使用のある情報不完備捜索ゲーム2019

    • Author(s)
      宝崎隆祐
    • Organizer
      日本オペレーションズ・リサーチ学会2019年春季研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] A dynamic security game considering cameras and invaders' passage time2018

    • Author(s)
      Ryusuke Hohzaki
    • Organizer
      The 29th European Conference on Operational Research
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] A search game with an interdictor2018

    • Author(s)
      Atsushi Kurosu, Ryusuke Hohzaki, Takamori Ukai, Yutaka Sakuma and Syuuji Yamada
    • Organizer
      The 29th European Conference on Operational Research
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Network-based multiple UAVs search planning for disaster relief2018

    • Author(s)
      Hozumi Morohosi
    • Organizer
      13th International Symposium on Operations Research and Its Applications
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Forecasting Daily Electricity Demand by Applying Artificial Neural Network with Fourier Transform and Principal Component Analysis Techniques2018

    • Author(s)
      Yuji Matsuo and Tatsuo Oyama
    • Organizer
      13th International Symposium on Operations Research and Its Applications
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 私見としてのOR status quo -ORの来し方、行く末を考える-2018

    • Author(s)
      大山 達雄
    • Organizer
      本部SSOR
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] 災害時の捜索における複数ドローンの利用可能性についての試算2018

    • Author(s)
      諸星穂積
    • Organizer
      日本オペレーションズ・リサーチ学会2018年秋季研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] 捕捉者を伴う捜索ゲームにおける目標のマルコフ移動戦略2018

    • Author(s)
      黒須敦史, 宝崎隆祐,佐久間大,鵜飼孝盛,山田修司
    • Organizer
      日本オペレーションズ・リサーチ学会2018年秋季研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] Mathematical Modeling Analyses of the Electricity Demand in the Metropolitan Area in Japan2018

    • Author(s)
      Tatsuo Oyama
    • Organizer
      IEEE SMC
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] ネットワーク阻止ゲームの1モデルにおける情報価値の体系的分析2018

    • Author(s)
      宝崎隆祐
    • Organizer
      日本OR学会4部会合同研究会
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] 捕捉者のある捜索ゲーム2018

    • Author(s)
      黒須敦史, 宝崎隆祐,佐久間大,鵜飼孝盛,山田修司
    • Organizer
      第61回自動制御連合講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] 非ゼロ和の施設警備ゲーム2018

    • Author(s)
      宝崎隆祐
    • Organizer
      京大数理解析研究所共同研究集会「不確実性の下での意思決定の数理とその周辺」
    • Related Report
      2018 Research-status Report
  • [Presentation] 巡回経路選択問題と警備員配置問題に関する幾つかの試み2018

    • Author(s)
      宝崎隆祐
    • Organizer
      日本オペレーションズ・リサーチ学会「危機管理と防衛のOR」研究部会
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] 非ゼロ和警備ゲームの現実適用性改善に関する工夫について2018

    • Author(s)
      宝崎隆祐
    • Organizer
      日本オペレーションズ・リサーチ学会2018年度春季研究発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] Mathematical modeling analysis of the electricity demand in the metropolitan area in Japan (I),(Ⅱ)2018

    • Author(s)
      Y. Matsuo and T. Oyama
    • Organizer
      日本オペレーションズ・リサーチ学会2018年春季研究発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] 軌道状態の維持・改善とリスク管理 を考慮した軌道狂い保守計画モデ ルの構築2018

    • Author(s)
      三和雅史、大山達雄
    • Organizer
      日本オペレーションズ・リサーチ学会2018年春季研究発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] A robust covering model for ambulance location problem2017

    • Author(s)
      H. Morohosi and T. Furuta
    • Organizer
      International Symposium on Location Decisions (ISOLDE XIV)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] A security game with attrition on a network2017

    • Author(s)
      R. Hohzaki
    • Organizer
      The 21st Conference of the International Federation of Operational Research Societies (IFORS2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Path-counting problem and survivability function - Definition, approximation and applications2017

    • Author(s)
      T. Oyama
    • Organizer
      The 21st Conference of the International Federation of Operational Research Societies (IFORS2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 侵入者の性格を考慮した非ゼロ和警備ゲーム2017

    • Author(s)
      宝崎隆祐
    • Organizer
      日本オペレーションズ・リサーチ学会2017年度秋季研究発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] 目標・捜索者双方が個人情報をもつ情報不完備捜索ゲー2017

    • Author(s)
      宮田鉄矢, 宝崎隆祐,佐久間大
    • Organizer
      日本オペレーションズ・リサーチ学会2017年度秋季研究発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] 複数同時侵入のあるネットワーク阻止ゲーム2017

    • Author(s)
      宝崎隆祐
    • Organizer
      京都大学数理解析研究所共同研究集会
    • Related Report
      2017 Research-status Report
  • [Presentation] 目標及び捜索者の双方が個人情報をもつ捜索ゲーム2017

    • Author(s)
      宮田鉄矢,宝崎隆祐
    • Organizer
      京都大学数理解析研究所共同研究集会
    • Related Report
      2017 Research-status Report
  • [Presentation] Path Counting Problems and their Application2017

    • Author(s)
      T. Oyama
    • Organizer
      International Conference on ‘Advancing frontiers in Operational Research : Towards a Sustainable World’ (AFOR2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Social Systems Analysis and Operations Research2017

    • Author(s)
      T. Oyama
    • Organizer
      Asian Conference of Management Science & Applications (ACMSA2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Book] 捜索理論における確率モデル2019

    • Author(s)
      宝崎 隆祐,飯田 耕司
    • Total Pages
      283
    • Publisher
      コロナ社
    • ISBN
      9784339028331
    • Related Report
      2018 Research-status Report

URL: 

Published: 2017-04-28   Modified: 2021-02-19  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi