The virtual design: for any new set of the input parameters, without making any new test or any new simulation, the properties or conclusion are known.

Optimizing at two levels (Inverse Problems or Optimal Design).

• Considering the intelligent descriptors as independent; it is possible to get the OPTIMAL SOLUTION satisfying the special required properties and allowing the DISCOVERY OF NEW MECHANISMS,
• Considering the intelligent descriptors linked to primitive descriptors for a special family; it is possible to obtain the optimal solution that is technologically possible.
  
  So, not only a Practical Optimal Solution is obtained but also the Experts may learn the missing parts, may build models or theories based only on the retained intelligent descriptors and guided by the shapes of the rules or relationships.

This method can be applied for different problems and industries:

Automotive, Aeronautics, Manufacturing, Materials:

• Virtual Design
• Manufacturing,
• Recycling,
• Help to decide, ...

Nuclear:

• optimal bolts tightening,

• safety optimization
• ...

Seisms:

• Detection and alarms for seisms
• , ....

Medicine:

• Therapy choice for each person , ...

Insurances

Finances :

• Frauds detection
• Optimal capital investment,
• Virtual trader, ...