Combinatorial Scientific Computing (Chapman & Hall/CRC by Uwe Naumann,Olaf Schenk

By Uwe Naumann,Olaf Schenk

Combinatorial clinical Computing explores the newest learn on developing algorithms and software program instruments to resolve key combinatorial difficulties on large-scale high-performance computing architectures. It contains contributions from overseas researchers who're pioneers in designing software program and purposes for high-performance computing systems.

The e-book bargains a state of the art evaluation of the most recent learn, device improvement, and purposes. It specializes in load balancing and parallelization on high-performance desktops, large-scale optimization, algorithmic differentiation of numerical simulation code, sparse matrix software program instruments, and combinatorial demanding situations and functions in large-scale social networks. The authors unify those probably disparate parts via a typical set of abstractions and algorithms in response to combinatorics, graphs, and hypergraphs.

Combinatorial algorithms have lengthy performed a very important permitting function in medical and engineering computations and their value maintains to develop with the calls for of latest purposes and complex architectures. via addressing present demanding situations within the box, this quantity units the degree for the speeded up improvement and deployment of basic allowing applied sciences in high-performance medical computing.

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