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Simulation-based optimization of football defenses

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dc.creator Oberoi, Daman
dc.creator Fern, Alan
dc.date.accessioned 2012-08-08T16:15:28Z
dc.date.available 2012-08-08T16:15:28Z
dc.date.issued 2006-12-07
dc.identifier.uri http://hdl.handle.net/1957/31994
dc.description.abstract We develop a system for simulation-based optimization of defensive formations for American football. The first component of the system is an environment for simulating football plays with real physical interactions between players and their surroundings. The simulator is built on the AGEIA PhysX engine, which incorporates rigid body dynamics and collision detection. The simulator allows a user to design, visualize, and execute distinct plays for each offensive player. In addition, the camera angle and zoom can be adjusted to suit the user's needs. The second component of the system is a genetic algorithm that uses the simulator to optimize the defensive formation based on the offense's playbook and its likelihood of running each play. We show that this technique effectively tunes defenses to a variety of game situations. en_US
dc.language.iso en_US en_US
dc.publisher [S.l. : s.n.] en_US
dc.subject football simulator en_US
dc.subject football defensive formations en_US
dc.subject genetic algorithm en_US
dc.subject.lcsh Football -- United States -- Computer simulation en_US
dc.subject.lcsh Football -- Defense -- Computer simulation en_US
dc.title Simulation-based optimization of football defenses en_US
dc.type Research Paper en_US


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