This application relates to the field of
model building technology, specifically to a semi-automatic generation method for the MagicGrid framework model based on historical data. It constructs business objects by semantically
parsing the descriptive information of the target business
scenario and retrieving corresponding implementation instances from a historical
engineering database, extracting implementation domain features such as structure, behavior, interface, and performance. Based on these features, it performs functional reverse abstraction, generating a functional
domain model covering requirements, structure, behavior, and quality attributes, and forming a structured description according to the MagicGrid hierarchy specification. It constructs an architecture evolution
hypergraph, jointly evaluating the risks, costs, and migration costs of multiple candidate evolution paths to determine the target
system configuration and corresponding hardware and
software implementation schemes. This achieves a closed-loop automated design driven by historical experience, encompassing
system architecture reverse abstraction and forward generation, improving the consistency, feasibility, and
engineering controllability of
complex system designs.