Design patterns: elements of reusable object-oriented software
Design patterns: elements of reusable object-oriented software
Refactoring: improving the design of existing code
Refactoring: improving the design of existing code
Scalable, efficient epidemiological simulation
Proceedings of the 2002 ACM symposium on Applied computing
Experiences creating three implementations of the repast agent modeling toolkit
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Proceedings of the 2011 Workshop on Agent-Directed Simulation
Agent-based simulation for large-scale emergency response: A survey of usage and implementation
ACM Computing Surveys (CSUR)
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This paper introduces the simulation component of the WIPER system [22]. The Wireless Integrated Phone-based Emergency Response (WIPER) system is a Dynamic Data-Driven Application System (DDDAS) that uses a stream of cellular network activity to detect, classify and predict crisis events. The WIPER simulation is essential to classification and prediction tasks, as the simulations model human activity, both in movement and cell phone activity, in an attempt to better understand crisis events. These Agent-Based simulations are parameterized with agent location data from the cellular service provider and agents inhabit a GIS space representative of the urban area. Simulations include models for normal and crisis behaviors in an urban setting. Simulations generate call activity and agent locations, similar to that generated by the observation of cell phone users in an urban setting. We present an overview of the design and implementation of the WIPER simulation along with validation and verification of the system and an evaluation of runtime characteristics.