Boosted Sine Cosine Algorithm with Application to Medical Diagnosis

Pseudocode 2

Pseudocode of the ESCA_PSO.

Input: noP,MaxFEs, ub, lb, dim, fobj.

Output: ,

While (t≤MaxFEs)

  For each search agent

    Calculate fitness agent

    If fitness value < in this iteration

      Move the current value to matrix

    End if

    If Fitness value <

      Set current value as

    End if

  End for

  For each search agent

    Update

    If

     Update X using Eq.(1)

    Else

     Update X using Eq.(2)

    End if

    Check and correct the new positions based on ,

  End for

  For each particle

    Initialize particle with

    Set as

  End for

  Perform DE strategy

  While

    For each particle

      Calculate fitness value

        If fitness value in history

          Set current value as new

        End if

    End for

  Choose the particle with the best fitness value of all the particle as the

  For each particle

    Update with Eq. (9)

    Update with Eq. (10)

  End for

  End while

  Update X_m_Levy using Eq. (14)

  Update X_m_gaus using Eq. (12)

  Update X_m_cauchy using Eq. (13)

End while

Return