Agent-based simulation analysis for security planning based on structures of urban road networks | IEEE Conference Publication | IEEE Xplore

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


Abstract:

This paper proposes an agent-based simulation to analyze the effective resource allocation strategies for patrolling and inspection in consideration of urban network stru...Show More

Abstract:

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 defenders 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 addressing bounded rationality of human behaviors to support decision making under complexity and uncertainty. 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.
Date of Conference: 11-14 December 2016
Date Added to IEEE Xplore: 19 January 2017
ISBN Information:
Electronic ISSN: 1558-4305
Conference Location: Washington, DC, USA

References

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