列车自动操作系统软件可靠性优化

Zengkun Li, Xibin Zhao
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引用次数: 1

摘要

一个系统功能的良好运行主要依赖于软件的可靠性,这在软件设计的各个阶段都是需要考虑的。预算约束下的可靠性分配优化为提高软件可靠性提供了有效途径。本文研究了列车自动运行系统的软件可靠性分配优化问题。针对系统的软件结构,建立了基于层次分析法的软件可靠性分配模型。然后对系统进行了基于预算约束效用最大化(BCUM)的可靠性优化。可靠性分配模型将可靠性分配问题转化为考虑系统各模块重要性、调用频率和成本的非线性问题。采用遗传算法求解系统的分配优化问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Software Reliability Optimization for Automatic Train Operating System
The well performing functionalities of a system mainly relies on the reliability of the software, which is enrolled at all stages of the software design. Reliability allocation optimization under budget constraints offers effective way for enhancing the reliability of the software. In this paper, we focus on the software reliability allocation optimization for an Automatic Train Operating (ATO) system. The software reliability allocation model for the studied case based on the Analytic Hierarchy Process (AHP) was constructed in view of the software structures of the system. The reliability optimization based on Budget Constrained Utility Maximization (BCUM) is then executed for the system. The reliability allocation model transforms the allocation to a nonlinear problem that takes the importance, the calling frequency and the cost of the modules of the system into account. Genetic Algorithm (GA) is employed to solve the allocation optimization problem of the system.
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