Design of experiments for steady-state system identification with applications in genetic and business network modelinG
Published in Journal of Industrial and Production Engineering, 2020
Cenny Taslim, Theodore T. Allen, Mario Lauria, Shih-Hsien Tseng
where α₁ = 2.0, α₂ = 0.3, α₃ = 1.2, α₄ = 0.4, Κ₁ = 1.0, Κ₂ = 1.1, Κ₃ = 0.5, Κ₄ = 1.1, с₁₃ = 0.8, с₁₄ = 2.0, ω₁₃₄ = 0.4, q₂₁ = 0.2, q₃₁ = 0.8, and q₄₂ = 1.5. Also, ε1, ε2, ε3, and ε4 are random variables which are assumed to equal zero when plotting mean response values. The above coefficients were selected with some degree of arbitrariness to be representative of coefficients used in the widely referenced COPASI software [2], which also offers a nonlinear test bed but with no concise, transparent description. COPASI (COmplex PAthway SImulator) is the simulation software for modeling and analyzing the biochemical networks field [38].