Simulation-Based Optimization on the System-of-Systems Model via Model Transformation and Genetic Algorithm: A Case Study of Network-Centric Warfare

Algorithm 1

[50]: Find the top- designs out of designs including the performance ranking of the designs.

Parameters: , , ,

  INITIALIZATION:

1:   simulate times for each design ,

2:   set

  LOOP:

3:   while do

4:  calculate the uncertainty for each using the simulation results

5:  allocate to all designs according to :

    where , , and

6:  simulate times for each additionally

7:  update the simulation results

8:  set

9:   end while

  FINALIZATION:

10:   return the top- designs and their performance ranking based on the simulation results