Research Article

A Methodology for Generation of Performance Models for the Sizing of Analog High-Level Topologies

Table 5

GA technique using hold-out method.

Model 𝜎 2 𝛾 ARE ( % ) 𝑅 𝑇 t r
TrainingTestTrainingTest(min)  

𝜌 1 2.38 250.13 2.16 3.38 0.999 0.998 12.06
𝜌 2 5.62 480.19 2.12 3.82 0.994 0.961 10.83
𝜌 3 5.19 140.15 1.98 2.90 0.999 0.998 11.56