Can someone please help me modify this ABC algorithm into matlab code?

Can someone please help me modify this ABC algorithm into matlab code?

1 Procedure ABC()

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//initialisation
2 Initialise maxIteration, popSize, limit and llhx
3 for i = 1 to popSize/2
4 foodSource[i] = initialiseSolutions()
5 foodSource[i].counter = 0
6 end for
7 while not reaching maxIteration do
 //Employed bee phase
8 for i = 1 to popSize/2
9 newSol = neighbourSeach(foodSource[i], llhx)
10 if getFitness(newSol) < getFitness(foodSource[i])
11 foodSource[i] = newSol
12 foodSource[i].counter = 0
13 else
14 foodSource[i].counter++
15 end if
16 end for
//Onlooker bee phase
17 for i = 1 to popSize/2
18 k = selectSolBasedOnRouletteWheelSelection(foodSource)
19 newSol= neighbourSeach(foodSource[k], llhx)
20 if getFitness(newSol) < getFitness(foodSource[k])
21 foodSource[k] = newSol
22 foodSource[i].counter = 0
23 else
24 foodSource[i].counter++
25 end if
26 end for
//Scout bee phase
27 for i = 1 to popSize/2
28 if foodSource[i].counter > foodSource[i].limit
29 foodSource[i] = initialiseSolutions()
30 foodSource[i].counter = 0
31 end if
32 end for
33 end while
34 end Procedure

Answer 1

[Sam Chak]

Hi @Kohani Mohan

Instead of modifying your code, why not consider the available codes in File Exchange?

https://www.mathworks.com/matlabcentral/fileexchange/52966-artificial-bee-colony-abc-in-matlab

https://www.mathworks.com/matlabcentral/answers/87885-artifical-bee-colony-algorithm

https://www.mathworks.com/matlabcentral/fileexchange/74122-artificial-bee-colony-optimization

https://www.mathworks.com/matlabcentral/fileexchange/65794-single-objective-artificial-bee-colony-optimization

Parsajoo, M., Armaghani, D.J. & Asteris, P.G. A precise neuro-fuzzy model enhanced by artificial bee colony techniques for assessment of rock brittleness index. Neural Comput & Applic 34, 3263–3281 (2022).