实时系统的架构综合与划分:三种启发式搜索策略的比较

J. Axelsson
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引用次数: 49

摘要

研究了实现实时应用程序时系统架构的自动选择问题。给出一个硬件组件库,展示了如何将体系结构与实现系统规范中所述的实时约束的目标相结合。在选择的体系结构包含多个处理单元的情况下,通过向这些处理单元分配任务来划分规范。研究了三种启发式搜索技术的应用:遗传算法、模拟退火算法和禁忌搜索;并描述了如何将这些应用于架构综合问题。结论是禁忌搜索是最有前途的技术,但模拟退火也适用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Architecture synthesis and partitioning of real-time systems: a comparison of three heuristic search strategies
Studies the problem of automatically selecting a suitable system architecture for implementing a real-time application. Given a library of hardware components, it is shown how an architecture can be synthesized with the goal of fulfilling the real-time constraints stated in the system's specification. In the case where the selected architecture contains several processing units, the specification is partitioned by assigning tasks to these. The use of three heuristic search techniques is investigated: genetic algorithms, simulated annealing and tabu search; and it is described how these can be adapted to the architecture synthesis problem. It is concluded that tabu search is the most promising technique but that simulated annealing is also applicable.
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