Table 2 Configuration of search parameters in different algorithms (F is an algorithmic control parameter used to control the size of the perturbation in the mutation operator for DE, CR is the crossover constant in DE, varphi is a parameter determining the standard deviation of the mutation in the evolution strategy).
From: Biochemical systems identification by a random drift particle swarm optimization approach
Algorithm | RDPSO | SS method | PSO | DE | (μ, λ)-ES | (μ+ λ)-ES |
|---|---|---|---|---|---|---|
Search parameters | Population Size = 100 α = 0.75 β = 1.0 | Initial Population Size = 100, 10 selected individual after initialization | Population Size = 100 w = 0.729 c1 = 1.49;c2 = 1.49 | Population Size = 100 F = 0.5 CR = 0.55 | λ = 100 μ = 10 varphi = 1 | λ = 100 μ = 10 varphi = 1 |