Cloud Particles Evolution Algorithm

Algorithm 4

Cloud particles evolution algorithm: CPEA.

(1) Initialize (number of dimensions), ; Childnum = 30; 2/3r; /1000;

(2) for :

(3)  for :

(4)   if is even

(5)    

(6)   else

(7)    

(8)   end if

(9)  end for

(10) end for

(11) Use cloud generator to produce cloud particles

(12) Evaluate Subpopulation

(13) Selectnucleus

(14) while requirements are not satisfied do

(15)   Use cloud generator to produce cloud particles

(16)   Evaluate Subpopulation

(17)   Selectnucleus

(18)   Evolutionary algorithm of the cloud gaseous state

(19)   Evolutionary algorithm of the cloud liquid state

(20)   Evolutionary algorithm of the cloud solid state

(21) end while