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Erschienen in:
2008 | OriginalPaper | Buchkapitel
Design Patterns for High-Performance Matrix Computations
verfasst von : Hoang M. Son
Erschienen in: Modeling, Simulation and Optimization of Complex Processes
Verlag: Springer Berlin Heidelberg
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This paper discusses fundamental issues of developing high-performance matrix computation software in an object-oriented language like C++ and presents key
design patterns
for solving these problems. These object-oriented design patterns are implemented in FMOL++ (
Fundamental Mathematical Object Library
) — a C++ template library, which includes basic algebraic structures and operations as well as common model classes needed by control system analysis and design. Through over a decade of evolutions, these patterns have proved to provide bestpractice solutions to most common problems in the context of high-performance matrix computation. Benchmarks are made for performance comparisons between FMOL++ and alternative approaches.