An advanced analytical neuro-space mapping technique with sensitivity analysis for transistor modeling

2016 ◽  
Vol 30 (6) ◽  
pp. e2206 ◽  
Author(s):  
Lin Zhu ◽  
Kaihua Liu ◽  
Wenyuan Liu ◽  
Qi-jun Zhang ◽  
Haifeng Wu ◽  
...  
Keyword(s):  
Sensitivity Analysis ◽  
Space Mapping ◽  
Mapping Technique

A New Reliability Evaluation Algorithm Using Response Surface Methodology Combined With Space Mapping Technique

2006 ◽  
Author(s):  
Lixin Zhang ◽  
Zhijun Jian ◽  
Zhaohui Xu
Keyword(s):  
Response Surface Methodology ◽  
Response Surface ◽  
Limit State ◽  
Space Mapping ◽  
Mapping Technique ◽  
State Function ◽  
Limit State Function ◽  
New Approach ◽  
Successive Response ◽  
Evaluation Algorithm

A new method is proposed to tackle the huge computation cost involved in Successive Response Surface Methodology applied to the reliability analysis, in which Space Mapping technique is combined with Response Surface Methodology. While the new approach is performed, the limit state function is only fitted at the first iteration; at other iterations Space Mapping technique is employed to map the original limit state function into the new ones. Experimental design, corresponding model evaluations and response surface fitting of the limit state function are not done repetitively as what we do while SRSM is used, which leads to the great cutting down of computational efforts.

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