Flame Image Segmentation Based on the Bee Colony Algorithm with Characteristics of Levy Flights

Pseudocode 1

The pseudocode of LFABC algorithm.

Begin

  Step  1. Initialized population parameters.

  Step  2. discard solution, upper limit of the iterations MSN.

  Step  3. Evaluating (), Cycle = 0, limit = 0.

  Step  4. Repeat

    /honey-gathering bees/

  Step  5. For to SN then do

        Equation (6) is used to generate the new solution , Evaluate .

        If ( was superior to )

          replace   by .

        else

          limit++.

        End If

  Step  6. End For

  Step  7. Memorize the best solution .

    /observation bees/

  Step  8. For to SN

        If (rand < pro[])

          Equation (8) is used to generate the new solution , Evaluate .

        If ( was superior to )

          replace by .

        else

          limit++.

        End If

  Step  9. End For

    /scout bees/

  Step  10. For to SN

        If (limit ≥ MSN)

          Discard solution, (9) is used to obtain the new solution.

        End If

  Step  11. End For

  Step  12. Memorize the best solution till now, Cycle = Cycle + 1.

  Step  13. Until (Cycle = maximum cycle number)

End.