Medical Image Classification Utilizing Ensemble Learning and Levy Flight-Based Honey Badger Algorithm on 6G-Enabled Internet of Things

Algorithm 1

Pseudocode of the proposed HBA.

(1)	Initialize the parameters , N, , C.
(2)	Initialize the number of solutions (N).
(3)	Evaluate the fitness of each honey badger position using objective function and assign to , i  [1, 2, …, N].
(4)	Save best position and assign fitness to .
(5)	repeat
(6)	Update the decreasing factor using equation (4).
(7)	Calculate the intensity using equation (2).
(8)	for to do
(9)	if r < 0.5 then
(10)	Update the position using equation (3).
(11)	else
(12)	Update the position using equation (6).
(13)	end if
(14)	Evaluate new position and assign to .
(15)	ifthen
(16)	Set  =  and  = .
(17)	end if
(18)	ifthen
(19)	Set  =  and  = .
(20)	end if
(21)	end for
(22)	until The iteration criterion has been met.
(23)	Return the .