Design Patterns for High-Performance Matrix Computations

Hoang M. Son ()
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Hoang M. Son: Hanoi University of Technology

A chapter in Modeling, Simulation and Optimization of Complex Processes, 2008, pp 509-519 from Springer

Abstract: Abstract 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.

Keywords: Design Pattern; Matrix Type; Matrix Operation; Element Access; Class Template (search for similar items in EconPapers)
Date: 2008
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-540-79409-7_37

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DOI: 10.1007/978-3-540-79409-7_37

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