Differential Evolution with Novel Mutation and Adaptive Crossover Strategies for Solving Large Scale Global Optimization Problems

Procedure 1

If ((CR_Flag_List = 0) and ()), If the target vector is better than the trial vector during the learning period, then:

Else If ((CR_Flag_List = 0) and ()), If the target vector is better than the trial vector after the learning period, then:

    If the failure_counter_list = Max_failure_counter,

    Randomly select one value from list ,  .

    else

    failure_counter_list = failure_counter_list ;

    End If

Else ((CR_Flag_List)), If the trial vector is better than the target vector through generations, then:

  Select the CR value from A with maximum relative change improvement ratio (RCIR) from CR_Ratio_List.

End IF