Dimensionality Reduction for Internet of Things Using the Cuckoo Search Algorithm: Reduced Implications of Mesh Sensor Technologies

Algorithm 4

Start procedure_CSFE.

IF (Attributesttributes) Then

Go to Procedure_1 for Numeric Attributes

Else Start Procedure_2 for Numeric Attributes

Start Procedure_3 for Optimal Subset Selection

Global Fit==

Local Fitness == max_ fitness

Initiate Population ofvectors in

For each vector

  Calculate fitness for current vector

  For each dimensionin

       While (Tn) at time instance t, do

          Findthrough levy flight forin which

         Compute fitness for:

         If (Then

             Max_ fitness = discard worst vector

         Else max_ fitness = discard worst vector

          Set best fitted vectoras a new reduced vector to

         IfThen

           Setas a new solution with reduced dimensions

          Else build new vectors to get required fitness