[Retracted] Gender-Based Deep Learning Firefly Optimization Method for Test Data Generation

Algorithm 1

The pseudo code of Gen-DLFA.

(1)	Initialize the parameters of algorithm;
(2)	Initialize firefly population randomly as in (1);
(3)	Calculate brightness of each firefly according to fitness function;
(4)	while (iterator < maxGen){
(5)	for the male firefly :
(6)	for to
(7)	Select a female randomly from female subgroup
(8)	if is brighter than
(9)	move to as in (8);
(10)	update the position of
(11)	End if;
(12)	End for;
(13)	construct general center firefly of male subgroup as in (9);
(14)	conduct deep learning of general center firefly as in (10);
(15)	for the female firefly :
(16)	for to
(17)	if general center firefly is brighter than
(18)	move to general center according as in (11);
(19)	update the position of ;
(20)	else
(21)	conduct cauchy mutation of as in (12);
(22)	update the position of ;
(23)	End if;
(24)	End for;
(25)	rank the firefly population and find the best solution ;
(26)	for to k
(27)	implement chaotic search near to get
(28)	if ( is brighter than )
(29)	;
(30)	End if;
(31)	End for;
(32)	output the ;
(33)	iterator++;
(34)	End while;