Keyframe control of complex particle systems using the adjoint method Conference Paper

Author(s): Wojtan, Chris; Mucha, Peter J; Turk, Greg
Title: Keyframe control of complex particle systems using the adjoint method
Abstract: Control of physical simulation has become a popular topic in the field of computer graphics. Keyframe control has been applied to simulations of rigid bodies, smoke, liquid, flocks, and finite element-based elastic bodies. In this paper, we create a framework for controlling systems of interacting particles -- paying special attention to simulations of cloth and flocking behavior. We introduce a novel integrator-swapping approximation in order to apply the adjoint method to linearized implicit schemes appropriate for cloth simulation. This allows the control of cloth while avoiding computationally infeasible derivative calculations. Meanwhile, flocking control using the adjoint method is significantly more efficient than currently-used methods for constraining group behaviors, allowing the controlled simulation of greater numbers of agents in fewer optimization iterations.
Conference Title: SCA: ACM SIGGRAPH/Eurographics Symposium on Computer animation
Conference Dates: September 2-7, 2006
Conference Location: Vienna, Austria
Publisher: ACM  
Location: Aire-la-Ville, Switzerland
Date Published: 2006-09-01
Start Page: 15
End Page: 23
Open access: no
IST Austria Authors
  1. Chris Wojtan
    34 Wojtan
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