Table 2 Parameters setting of algorithms.

From: Boosting biogas production through innovative data-driven modeling and optimization methods at NJWTP

Algorithm

Parameter

Value

OOA48

\(\:\alpha\:\)

1

\(\:{\beta\:}_{0}\)

0.2

\(\:\gamma\:\)

1

Butterfly Optimization Algorithm (BOA)45

P

0.8

\(\:\alpha\:\)

0.1

\(\:c\)

0.01

Dwarf Mongoose Optimization Algorithm (DMOA)46

\(\:b\)

3

\(\:Lp\)

0.6

peep

2

Honey Badger Algorithm (HBA)47

\(\:\beta\:\)

6

\(\:c\)

2

\(\:flag\)

1