The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 03, 2026

Filed:

May. 25, 2022
Applicant:

Bank of America Corporation, Charlotte, NC (US);

Inventor:

Vijay Kumar Yarabolu, Hyderabad, IN;

Assignee:

Bank of America Corporation, Charlotte, NC (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/21 (2019.01); G06F 16/215 (2019.01); G06F 16/23 (2019.01); G06N 3/086 (2023.01);
U.S. Cl.
CPC ...
G06F 16/215 (2019.01); G06F 16/2365 (2019.01); G06N 3/086 (2013.01);
Abstract

A database manager segments data stored in a database into a plurality of data segments and randomly combines the data segments into a plurality of data chromosomes that form an initial generation of a genetic algorithm. The database manager then runs multiple iterations of the genetic algorithm on the initial generation, wherein each iteration forms a new generation of data chromosomes based on data segments having the highest optimization metrics from a previous generation, wherein the optimization metric of a data segment represents a degree of importance of the data segment. When the genetic algorithm converges a fitness score is calculated for each data segment, wherein the fitness score of a data segment equals a number of iterations of the genetic algorithm the data segment survived before the genetic algorithm was terminated. Data is deleted from the database based on the fitness scores of the data segments.


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Yarabolu, Vijay. (2026). Pruning a database using genetic algorithm (U.S. Patent No. 12783477). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783477

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