A High Performance Cloud-Based Protein-Ligand Docking Prediction Algorithm

Algorithm 2

Outline of the evolutionary process (EP).

(1) 𝑇_𝑖←0 and ℱ_𝑖←false.

(2) Calculate the fitness value of each chromosome.

(3) Select the approximate chromosomes to be the parents

 of the next generation.

(4) Perform the crossover and mutation operators to create

 the children.

(5) Apply the pattern reduction (PR) operator to eliminate

 computations that are essentially redundant.

(6) 𝑇_𝑖←𝑇_𝑖+1

(7) If (𝑇_𝑖%𝑀_𝑇=0) Synchronize the migration.

(8)  If 𝜓(𝑇_𝑖,ℱ_𝑖,ℳ_𝑖)=1, perform the emigration.

(9)  If 𝜓(𝑇_𝑖,ℱ_𝑖,ℳ_𝑖)=2, perform the immigration.

(10)  Go to step 2 otherwise.

(11) End If