Chaotic Enhanced Genetic Algorithm for Solving the Nonlinear System of Equations

Table 4

Results for benchmark 4, Neurophysiology application.

Method						No. of iterations
EAA		7.0148122E − 001		1.1532022E − 009	3.7764E − 10	200
		7.5925767E − 001		2.6058267E − 011
		−7.1268794E − 001		−6.5553074E − 010
		6.5079013E − 001		1.1783451E − 009
		2.4122542E − 009		1.1134504E − 009
		7.8977724E − 010		−5.4967453E − 010
GAs		3.2484137E − 001		1.5105117E − 010	5.2127E − 11	20
		3.2484137E − 001		1.5114510E − 010
		9.4576852E − 001		−1.2749912E − 011
		9.4576852E − 001		4.6365863E − 012
		−5.6887875E − 001		1.0181522E − 011
		5.6887875E − 001		8.4981744E − 012
Hybrid-GOA-GA		0.0820223613267075		6.9593E − 11	7.0908E − 11	1000
		−0.138287000903135		3.1647E − 11
		−0.996630489354999		3.3110E − 12
		0.990392197774631		9.6123E − 12
		4.48130330622387E − 09		2.5478E − 10
		4.56992671931472E − 09		5.6505E − 11
Original GA		0.00459210535797400		3.8965E − 11	8.3319E − 06	1000
		−0.0140392033441710		8.6758E − 11
		0.999989456248088		3.3069E − 11
		−0.999901445571622		1.3870E − 08
		−0.00519291646053100		4.9063E − 05
		−0.00519428784572100		9.1419E − 07
CEGA		0.132104801350580		1.9783E − 11	1.0693E − 11	87
		0.225320570231597		1.2026E − 11
		−0.991235754742487		1.6804E − 11
		−0.974284681506633		1.2213E − 12
		−1.46708097455544E − 10		1.0116E − 11
		1.36330007947428E − 10		4.2055E − 12