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Design Patterns for High-Performance Matrix Computations

In: Modeling, Simulation and Optimization of Complex Processes

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  • Hoang M. Son

    (Hanoi University of Technology)

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.

Suggested Citation

  • Hoang M. Son, 2008. "Design Patterns for High-Performance Matrix Computations," Springer Books, in: Hans Georg Bock & Ekaterina Kostina & Hoang Xuan Phu & Rolf Rannacher (ed.), Modeling, Simulation and Optimization of Complex Processes, pages 509-519, Springer.
    • Handle: RePEc:spr:sprchp:978-3-540-79409-7_37
    DOI: 10.1007/978-3-540-79409-7_37
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