Computational Intelligence and Neuroscience / 2016 / Article / Tab 2

Research Article

Chaotic Teaching-Learning-Based Optimization with Lévy Flight for Global Numerical Optimization

Table 2

Comparative results of different algorithms over 30 independent runs.

AlgorithmSphereRosenbrockAckleyGriewank
MeanSDMeanSDMeanSDMeanSD

PSO-
PSO-cf
PSO--local
PSO-cf-local
UPSO
FDR
FIPS
CPSO-H
CLPSO
ABC
Modified ABC
TLBO0.000.000.000.00
I-TLBO (NT = 4)0.000.000.000.00
CTLBO0.000.000.000.00

AlgorithmWeierstrassRastriginNCRastriginSchwefel
MeanSDMeanSDMeanSDMeanSD

PSO-
PSO-cf
PSO--local
PSO-cf-local
UPSO
FDR
FIPS
CPSO-H
CLPSO00000000
ABC
Modified ABC
TLBO
I-TLBO (NT = 4)0.000.000.000.000.000.00
CTLBO0.000.000.000.000.000.00

Source. The results of algorithms other than TLBO, I-TLBO, and CTLBO are taken from [32]. The results of TLBO and I-TLBO are taken from [15].