An Improved Artificial Bee Colony Algorithm Based on Factor Library and Dynamic Search Balance

Algorithm 2

HFEABC algorithm.

(1) Parameter initialization (PS = 2SN, Maxcycle = Maximum

number of iterations, )

(2) Produce initial population by Eq. (1).

(3) Assess initial population // Calculate and memorize the

global best.

(4) Set .

(5) for each food source   do, set   end for

(6) do while

(7) /EMPLOYED BEE PROCEDURE/

(8)for each do

(9)if    then

(10)Produce by Eq. (11).

(11)else

(12)Produce by Eq. (2).

(13)end if

(14)Evaluate , if it is better, replace the original one.

(15)end for

(16)/ONLOOKER BEE PROCEDURE/

(17)Calculate probability values for all by Eq. (4).

(18)Set ,

(19)while    do

(20)Produce random number  

(21)if    then

(22)

(23)if    then

(24)Produce by Eq. (11).

(25)else

(26)Produce by Eq. (2).

(27)end if

(28)Evaluate , if it is better, replace the original one.

(29)end if

(30)Set .

(31)if    then  set   end if

(32)end while

(33)Do dynamic search balance as depicted in Algorithm 1.

(34)Memorize the best GlobalMin.

(35)Set .

(36) end while