November 2011
Intermediate to advanced
560 pages
17h 46m
English
Content preview from GPU Computing Gems Jade Edition
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Chapter 11
A Hybrid Method for Solving Tridiagonal Systems on the GPU
Yao Zhang, Jonathan Cohen, Andrew A. Davidson and John D. Owens
Tridiagonal linear systems are of importance to many problems in numerical analysis and computational fluid dynamics, as well as to computer graphics applications in video games and computer-animated films. Typical applications require solving hundreds or thousands of tridiagonal systems, which takes a majority part of total computation time. Fast parallel solutions are critical to larger scientific simulations, interactive computations of special effects in films, and real-time applications in video games. In this chapter, we study the performance of multiple tridiagonal algorithms on a GPU. We design a novel ...
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