Digital circuits play a major role in the design of future Space Vehicles. The future planetary and deep Space exploration requires the spacecraft components to have robust system architectures and the components to tackle the unpredictable environment such as Van Allen Belts to avoid Single Event Upset (SEU). So there is a pressing need to tackle the effects of radiation, temperature on the on-board satellites. The best Solution is the use of Evolutionary algorithm (EA). EAs allow the designer to obtain the desired circuit through the process of randomization. Genetic Algorithm (GA) is the one that employs the Evolvable Hardware (EHW) technique that operates in the space of possible circuits and determines the solution that specifies the Imposed specification. HsClone GA is a half-sibling-clone technique that manages the fitness probabilities to the chromosomes.

数字电路在未来航天器的设计中起着重要作用。未来的行星和深空探索需要航天器组件具有强大的系统架构和组件来应对不可预测的环境，例如范艾伦带，以避免单粒子翻转 (SEU)。因此，迫切需要解决辐射、温度对星载卫星的影响。最好的解决方案是使用进化算法 (EA)。EA 允许设计人员通过随机化过程获得所需的电路。遗传算法 (GA) 是一种采用可进化硬件 (EHW) 技术的算法，该技术在可能的电路空间中运行并确定指定强制规范的解决方案。