Input: Objective function , constraints, and the dimensions of the problem |
(1) /initialization phase/ |
(2) Assign parameter value to PopSize, InitialKE, StepSize, buffer, KELossRate, On-wallColl, |
(3) DecThres, SynThres, The set of molecules in this Container are molecules |
(4) for each of the molecule do |
(5) Assign a random solution to the molecular structure . Calculate the PE by () and evaluate. |
(6) Assign the KE with InitialKE |
(7) end for |
(8) /Iterations phase/ |
(9) while (the stopping criteria not met) do |
(10) Get randomly in interval |
(11) if () then |
(12) select a molecule from Container Randomly |
(13) if (Decomposition criterion met) then |
(14) Decomposition |
(15) if Success then Add a new molecule to Container |
(16) else |
(17) On-wallIneffectiveCollision |
(18) end if |
(19) else |
(20) select two molecule and from Container Randomly |
(21) if (Synthesis criterion met) then |
(22) Synthesis |
(23) if Success then Remove molecule from Container |
(24) else |
(25) Inter-molecularIneffectiveCollision |
(26) end if |
(27) end if |
(28) evaluate and keep any new minimum solution |
(29) end while |
(30) /The Output phase/ |
(31) Output the best solution and its function value. |