Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization

Table 3

Comparison of mCS versus mBS and (14) versus (15), based on , nfe, and nit.

Prob.	mCS based on (14)			mBS based on (14)			mCS based on (15)			mBS based on (15)
			nit		nfe	nit		nfe	nit		nfe	nit
Ackley		80	1		678.7	16		80	1		82.7	1.1
Foxholes		5.7	0.4		8	1		6.1	0.5		404.8	100.2
Griewank		80	1		717.3	16.9		80	1		82.7	1.1
Quartic		81.3	1.03		794.7	18.9		80	1		80	1
Rastrigin		80	1		702.7	16.6		80	1		80	1
Rosenbrock2		6.4	0.6		5.3	0.3		6.3	0.6		470.8	116.7
Rosenbrock		80	1		105.3	1.6		80	1		20040	500
Schaffer		6.8	0.7		12.9	2.2		5.1	0.3		205.1	50.3
Spherical		9.9	0.2		22.7	1.8		10.1	0.3		11.5	0.4
Step		45.9	0.4		62.9	1		40.5	0.3		40.5	0.3