The example discussed here were run on commercial AMD Athlon 2100+ processor. Axi-symmetric computations for response functions extraction took less than a minute (41 points for 5 independent variables).

Figure 14. Computational data for response functions generation

Figure 15. Selecting criteria and functional constraints
for optimization problem solution

Figure 16. Results of optimization with quadratic
models

Figure 17. Results of computation at optimal point
with original model

A random search with quadratic models was performed within 1 second (100,000 points). Hence, time that a designer typically spends on design and optimization process without automated

tools can be used for addressing such creative tasks as optimization problem formulation and final results analysis and interpretation.

Figure 18. Geometric interpretation of
optimal solution in the plain of m1 and m2
parameters at constrained hub reactivity