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

Algorithm 1

Description of standard DE algorithm. rand is a function that returns a real number between 0 and 1. randint(min, max) is a function that returns an integer number between min and max. NP, GEN, CR, and are user-defined parameters. is the dimensionality of the problem.

() Begin

() 

() Create a random initial population

() Evaluate

() For   to GEN Do

()   For   to NP Do

()       Select randomly

()       

()    For   to   Do

()      If (  or  ) Then

()      

()      Else

()      

()      End If

()    End For

()    If    Then

()      

()    Else

()      

()    End If

()   End For

()  

() End For

() End