Agent-based simulation analysis for security planning based on structures of urban road networks

Akinobu Goto, Shingo Takahashi, Kotaro Ohori, Shohei Yamane, Hiroaki Iwashita, Hirokazu Anai

研究成果: Conference contribution

抄録

This paper proposes an agent-based simulation to analyze the effective resource allocation strategies for patrolling and inspection in consideration of urban network structures. A model of attackers and defend-ers is first formulated as "security game for urban networks." Then optimal security plans are calculated as Nash equilibria, supposing complete rationality of attackers behaviors. The "rational" security plans should be evaluated under more realistic conditions. So we provide an agent-based attacker model by ad-dressing bounded rationality of human behaviors to support decision making under complexity and uncer-Tainty. In particular, this paper mainly evaluates the effectiveness of security plans from the viewpoint of the structural characteristics of urban network, which can affect the route constrains for attackers. Our simulation shows the success rates of security with two types of urban networks and explains the reason why the results are generated through the investigation of attacker agents' micro behaviors in detail.

本文言語English
ホスト出版物のタイトル2016 Winter Simulation Conference
ホスト出版物のサブタイトルSimulating Complex Service Systems, WSC 2016
編集者Theresa M. Roeder, Peter I. Frazier, Robert Szechtman, Enlu Zhou
出版社Institute of Electrical and Electronics Engineers Inc.
ページ3720-3721
ページ数2
ISBN(電子版)9781509044863
DOI
出版ステータスPublished - 2016 7 2
イベント2016 Winter Simulation Conference, WSC 2016 - Arlington, United States
継続期間: 2016 12 112016 12 14

出版物シリーズ

名前Proceedings - Winter Simulation Conference
0
ISSN(印刷版)0891-7736

Other

Other2016 Winter Simulation Conference, WSC 2016
CountryUnited States
CityArlington
Period16/12/1116/12/14

ASJC Scopus subject areas

  • Software
  • Modelling and Simulation
  • Computer Science Applications

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