Algorithms

Parameters

Parametric Values

MGWO

Population size

Maximum number of generations

100

Linearly decreased from 2 to 0

300

GWO

Population size

Maximum number of generations

100

Linearly decreased from 2 to 0

300

GGSA

Population size

Maximum number of generations

100

1

20

300

CS

Population size

Maximum number of generations

100

0.3

300

ABC

Population size

Limit

Maximum number of generations

100

20

300

ACO

Population size

Initial pheromone ()

Pheromone update constant ()

Pheromone constant ()

Global pheromone decay rate ()

Local pheromone decay rate()

Pheromone sensitivity ()

Visibility sensitivity ()

Maximum number of generations

100

1e−07

30

1

0.8

0.5

1

5

300

PSO

Population size

Maximum number of generations

100

1.5

300

ES

Population size

Maximum number of generations

100

10

1

300

GA

Type

Selection

Crossover

Mutation

Population size

Maximum number of generations

Real coded

Roulette wheel

Single point (probability = 1)

Uniform (probability = 0.1)

100

300