Applying Statistical Design to Control the Risk of Over-Design with Stochastic Simulation

Yi Wu, Peng Zhou, Jian Lin, Wanhua Qiu
2010 Data Science Journal  
By comparing a hard real-time system and a soft real-time system, this article elicits the risk of over-design in soft real-time system designing. To deal with this risk, a novel concept of statistical design is proposed. The statistical design is the process accurately accounting for and mitigating the effects of variation in part geometry and other environmental conditions, while at the same time optimizing a target performance factor. However, statistical design can be a very difficult and
more » ... mplex task when using classical mathematical methods. Thus, a simulation methodology to optimize the design is proposed in order to bridge the gap between real-time analysis and optimization for robust and reliable system design.
doi:10.2481/dsj.008-003 fatcat:ymmk4o47tjff5abkjfcvoi27du