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RODES: A Robust-Design Synthesis Tool for Probabilistic Systems

机译:RODES:针对概率系统的稳健设计综合工具

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We introduce RODES - a tool for the synthesis of probabilistic systems that satisfy strict reliability and performance requirements, are Pareto-optimal with respect to a set of optimisation objectives, and are robust to variations in the system parameters. Given the design space of a system (modelled as a parametric continuous-time Markov chain), RODES generates system designs with low sensitivity to required tolerance levels for the system parameters. As such, RODES can be used to identify and compare robust designs across a wide range of Pareto-optimal tradeoffs between the system optimisation objectives.
机译:我们引入RODES-一种概率系统的工具,该系统可以满足严格的可靠性和性能要求,相对于一组优化目标而言,是帕累托最优的,并且对系统参数的变化具有鲁棒性。给定系统的设计空间(建模为参数连续时间马尔可夫链),RODES生成的系统设计对系统参数所需的公差级别具有较低的灵敏度。这样,RODES可用于识别和比较系统优化目标之间广泛的帕累托最优权衡的稳健设计。

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