A Comparative Study of EAG and PBIL on Large-Scale Global Optimization Problems

Table 1

Properties of the benchmark functions CEC’2010 [16].

Function	Modality	Separability	Domain
: shifted elliptic function	Unimodal	Separable	[−100, 100
: shifted Rastrigin’s function	Multimodal	Separable	[−5, 5
: shifted Ackley’s function	Multimodal	Separable	[−32, 32
: single-group shifted and m-rotated elliptic function	Unimodal	Single-group m-nonseparable	[−100, 100
: single-group shifted and m-rotated Rastrigin’s function	Multimodal	Single-group m-nonseparable	[−5, 5
: single-group shifted and m-rotated Ackley’s function	Multimodal	Single-group m-nonseparable	[−32, 32
: single-group shifted and m-rotated Schwefel’s problem  1.2	Unimodal	Single-group m-nonseparable	[−100, 100
: single-group shifted and m-rotated Rosenbrock’s function	Multimodal	Single-group m-nonseparable	[−100, 100
: -group shifted and m-rotated elliptic function	Unimodal	-group m-nonseparable	[−100, 100
: -group shifted and m-rotated Rastrigin’s function	Multimodal	-group m-nonseparable	[−5, 5
: -group shifted and m-rotated Ackley’s function	Multimodal	-group m-nonseparable	[−32, 32
: -group shifted and m-rotated Schwefel’s problem  1.2	Unimodal	-group m-nonseparable	[−100, 100
: -group shifted and m-rotated Rosenbrock’s function	Multimodal	-group m-nonseparable	[−100, 100
: -group shifted and m-rotated elliptic function	Unimodal	-group m-nonseparable	[−100, 100
: -group shifted and m-rotated Rastrigin’s function	Multimodal	-group m-nonseparable	[−5, 5
: -group shifted and m-rotated Ackley’s function	Multimodal	-group m-nonseparable	[−32, 32
: -group shifted and m-rotated Schwefel’s problem  1.2	Unimodal	-group m-nonseparable	[−100, 100
: -group shifted and m-rotated Rosenbrock’s function	Multimodal	-group m-nonseparable	[−100, 100
: shifted Schwefel’s problem  1.2	Unimodal	Fully nonseparable	[−100, 100
: shifted Rosenbrock’s function	Unimodal	Fully nonseparable	[−100, 100