Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization

Table 4

Comparison between Lévy and Uniform distributions in the randomization term, based on , nfe, and nit (with St.D. in parentheses).

Prob.	mCS based on (14) + L			mCS based on (14) + U			mCS based on (15) + L			mCS based on (15) + U
		nfe	nit		nfe	nit		nfe	nit		nfe	nit
Ackley		80	1		1096	26.4		80	1	1.41e00	20040	500
	Foxholes						5.7			0.4				8	1		6.1	0.5		6.8	0.7
Griewank			80	1		2436		59.9			80	1				20040			500
	Quartic				81.3		1.03			14692			366.2		80		1			10581	263.5
Rastrigin			80	1				1157	27.9			80		1				18104	451.6
	Rosenbrock2				6.4	0.6				36.8	8.2				6.3	0.6				5.9	0.5
Rosenbrock			80	1				14136	352.4				80	1				17698	441.2
	Schaffer				6.8	0.7				18.5	3.6				5.1	0.3				5.6	0.4
Spherical			9.9	0.2				13.3	0.7				10.1	0.3				14.7	0.8
	Step				45.9	0.4				46.9	0.5				40.5	0.3				52.3	0.6