Table 1 Experimental setup parameters for optimization algorithms.

From: Multiple objectives escaping bird search optimization and its application in stock market prediction based on transformer model

Parameters

MOEBS

MOEAD

MSSA

MOMVO

Number of runs

30

30

30

30

Population size (\({N}_{p}\))

100

100

100

100

Maximum number

of generations (T)

1000

1000

1000

1000

Archive size (\({\text{N}}_{\text{r}}\))

100

100

100

100

Other related parameters

 

Crossover rate,

\(CR = 0.5\)

 

Maximum of wormhole existence probability,\(WEPmax = 1\)

  

Number of neighbors,

\({T}_{n} = 15\)

 

Minimum of wormhole existence probability,\(WEPmin = 0.2\)