Latest Stored Information Based Adaptive Selection Strategy for Multiobjective Evolutionary Algorithm

Algorithm 1

The procedure for the adaptive selection.

Initialize latest stored information sliding window

If there are operators that have not been selected

Select an operator randomly from the operator pool.

Else

Calculating according to Eq. (11).

Calculating C according to Eq. (13).

Get the operator according to Eq. (12).

End

For   parameter_typenumber

If there is a parameter of this type that has not been combined with the

selected operator and parameters, which are more important than the current type of

parameter.

Randomly select a parameter of this type;

Else

Calculating according to Eq. (11).

Get the suitable parameter of type t according to Eq. (12).

End

End