By Uwe Naumann,Olaf Schenk
Combinatorial clinical Computing explores the newest learn on developing algorithms and software program instruments to unravel key combinatorial difficulties on large-scale high-performance computing architectures. It comprises contributions from overseas researchers who're pioneers in designing software program and functions for high-performance computing systems.
The ebook deals a cutting-edge evaluate of the most recent study, instrument improvement, and purposes. It makes a speciality of load balancing and parallelization on high-performance pcs, 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 likely disparate components via a typical set of abstractions and algorithms in keeping with combinatorics, graphs, and hypergraphs.
Combinatorial algorithms have lengthy performed a vital permitting position in clinical and engineering computations and their value keeps to develop with the calls for of recent functions and complex architectures. through addressing present demanding situations within the box, this quantity units the level for the speeded up improvement and deployment of primary permitting applied sciences in high-performance clinical computing.
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Combinatorial Scientific Computing (Chapman & Hall/CRC Computational Science) by Uwe Naumann,Olaf Schenk