Review Article

Evolutionary Tuning Method for PID Controller Parameters of a Cruise Control System Using Metamodeling

Table 2

Initial and large data sets.

Initial and Large Data Sets

Model typeNonlinearLinear

𝐾 𝑝 1 { 1 . 5 , 0 . 1 , , 2 . 0 } { 1 . 5 2 5 , 0 . 1 , , 2 . 0 }
D 𝐾 𝑖 1 { 0 . 0 , 0 . 1 5 , , 0 . 3 } { 0 . 0 , 0 . 1 5 , , 0 . 3 }
𝐾 𝑑 1 { 0 . 0 , 0 . 2 5 , , 1 . 0 } { 0 . 0 , 0 . 0 5 5 , , 1 . 0 }
Total number of data configuration90285
𝐾 𝑝 1 { 1 . 5 , 0 . 0 2 5 , , 2 . 0 } { 1 . 5 , 0 . 0 2 5 , , 2 . 0 }
𝐷 𝐾 𝑖 1 { 0 . 0 , 0 . 0 1 , , 0 . 3 } { 0 . 0 , 0 . 0 1 , , 0 . 3 }
𝐾 𝑑 1 { 0 . 0 , 0 . 0 2 5 , , 1 . 0 } { 0 . 0 , 0 . 0 2 5 , , 1 . 0 }
Total number of data configuration2669126691