• DocumentCode
    588097
  • Title

    An approach to design embedded systems by multi-objective optimization

  • Author

    Pham Van Huong ; Nguyen Ngoc Binh

  • Author_Institution
    Dept. of Software Eng., VNU Univ. of Eng. & Technol., Hanoi, Vietnam
  • fYear
    2012
  • fDate
    10-12 Oct. 2012
  • Firstpage
    165
  • Lastpage
    169
  • Abstract
    Embedded system design and optimization play an important role in the development trend of embedded technology. This paper presents a new approach to design and optimize embedded systems in the design phase based on Pareto multi-objective optimization. We defined two Domain Specific Languages and developed the framework that is to design the architecture model and the component diagram of embedded systems. And we integrated the code generation technology called Text Template Transformation Toolkit to this framework to generate parameters from models automatically. Then we also do multi-objective optimization to select the best trade-off configuration of the embedded system architecture and the best hardware-software partition based on the Pareto principle and Genetic Algorithm.
  • Keywords
    Pareto optimisation; Unified Modeling Language; embedded systems; genetic algorithms; program compilers; software architecture; software tools; text analysis; Pareto multiobjective optimization; Pareto principle; architecture model; code generation technology; design embedded systems; domain specific languages; embedded system architecture; embedded system design; embedded system optimize; embedded technology; genetic algorithm; hardware-software partition; text template transformation toolkit; DSL; Embedded systems; Genetic algorithms; Linear programming; Optimization; Unified modeling language; DSL - Domain Specific Language; Embedded system; GA - Genetic Algorithm; Pareto principle; T4 - Text Template Transformation Toolkit; embedded system design; hardware-software partitioning; multi-objective optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Technologies for Communications (ATC), 2012 International Conference on
  • Conference_Location
    Hanoi
  • ISSN
    2162-1020
  • Print_ISBN
    978-1-4673-4351-0
  • Type

    conf

  • DOI
    10.1109/ATC.2012.6404251
  • Filename
    6404251