QUBO-based bank credit score card combination optimization method and system
The embodiment of the invention provides a bank credit score card combination optimization method and system based on QUBO, and the method comprises the steps: obtaining multi-dimensional bank credit score card data, and carrying out the expansion of the multi-dimensional bank credit score card data...
Gespeichert in:
Hauptverfasser: | , , , , |
---|---|
Format: | Patent |
Sprache: | chi ; eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | The embodiment of the invention provides a bank credit score card combination optimization method and system based on QUBO, and the method comprises the steps: obtaining multi-dimensional bank credit score card data, and carrying out the expansion of the multi-dimensional bank credit score card data, and obtaining an initial data set; constructing a loan interest income mathematical model based on the initial data set, defining related constraint conditions, and obtaining a bank loan interest income objective function through the loan interest income mathematical model; the bank loan interest income objective function is converted into a QUBO model, and the QUBO model is solved through a quantum computer to obtain dynamic threshold setting; verifying and optimizing the dynamic threshold setting by adopting a combinatorial algorithm to obtain an optimal threshold setting, and obtaining a final bank credit score card combination based on the optimal threshold setting; according to the embodiment of the inventio |
---|