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Effective crowd control through adaptive evolution of agent-based simulation models

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง : Effective crowd control through adaptive evolution of agent-based simulation models
นักวิจัย : Hu, Nan , Decraene, James , Cai, Wentong
คำค้น : DRNTU::Engineering::Computer science and engineering
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2555
อ้างอิง : http://hdl.handle.net/10220/12879 , http://dx.doi.org/10.1109/WSC.2012.6465040
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : -
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

We report an approach to achieve effective crowd control strategies through adaptively evolving an agent-based model of Crowd Simulation for Military Operations (COSMOS). COSMOS is a complex system simulation platform developed to address challenges posed by the Military Operations in Urban Terrains (MOUT). Modeling and simulating soldiers' tactical behaviors in MOUT scenarios is challenging due to the complex and emerging behaviors of crowds and large parameter space of the models. Consequently, it is difficult to search for effective crowd control strategies through tuning the model parameters manually. We employ an adaptive evolutionary computation approach, using the Complex Adaptive Systems Evolver (CASE), to address this challenge. Specifically, we conduct experiments using a 'building-protection' scenario, where the operation plans of soldier agents are adaptively evolved to best control a crowd. The results suggest this approach using agent-based simulation and evolutionary computation techniques is promising for the study of complex military operations.

บรรณานุกรม :
Hu, Nan , Decraene, James , Cai, Wentong . (2555). Effective crowd control through adaptive evolution of agent-based simulation models.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Hu, Nan , Decraene, James , Cai, Wentong . 2555. "Effective crowd control through adaptive evolution of agent-based simulation models".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Hu, Nan , Decraene, James , Cai, Wentong . "Effective crowd control through adaptive evolution of agent-based simulation models."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2555. Print.
Hu, Nan , Decraene, James , Cai, Wentong . Effective crowd control through adaptive evolution of agent-based simulation models. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2555.