Research Article

Nonlinear Inertia Weighted Teaching-Learning-Based Optimization for Solving Global Optimization Problem

Table 1

List of benchmark functions which have been used in experiments.

NumberFunctionCRangeFormulation

SphereUS30[−100, 100]

SumSquaresUS30[−100, 100]

TabletUS30[−100, 100]

QuarticUS30[−1.28 1.28]

Schwefel 1.2UN30[−100, 100]

Schwefel 2.22UN30[−10, 10]

Schwefel 2.21UN30[−100, 100]

ZakharovUN30[−5, 10]

RosenbrockUS30[−4, 4]

SchafferMN2[−10, 10]

DropwaveMN2[−2, 2]

Bohachevsky1MN2[−100, 100]

Bohachevsky2MN2[−100, 100]

Bohachevsky3MN2[−100, 100]

Six-Hump Camel BackMN2[−5, 5]

BraninMS2[−5, 15]

Goldstein-PriceMN2[−2, 2]
  

AckleyMN30[−32, 32]

RastriginMN30[−5.12, 5.12]

GriewankMN30[−600, 600]

Schwefel 2.26MN30[−500, 500]

MultimodMN30[−10, 10]

Noncontinuous RastriginMS30[−5.12, 5.12], 

WeierstrassMS30[−0.5, 0.5]

C: characteristic; : dimension; U: unimodal; M: multimodal; S: separable; N: nonseparable.