Patents by Inventor Julianna Harwood

Julianna Harwood has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • QUANTUM MIXED INTEGER QUADRATIC PROGRAMMING AND GRAPHICAL USER INTERFACE FOR PORTFOLIO OPTIMIZATION
    Publication number: 20220084123
    Abstract: Methods, systems, and apparatus for improving the computational time and complexity of portfolio optimization. In one aspect, a method includes receiving data representing a mixed integer programming (MIP) formulation of a portfolio optimization task for a current portfolio; mapping the MIP formulation of the portfolio optimization task to a quadratic unconstrained binary optimization (QUBO) formulation of the portfolio optimization task; and obtaining data representing a solution to the portfolio optimization task from a quantum computing resource, wherein the solution to the portfolio optimization task comprises data indicating how to rebalance the current portfolio.
    Type: Application
    Filed: September 10, 2021
    Publication date: March 17, 2022
    Inventors: Shreyas Ramesh, Kung-Chuan Hsu, Julianna Harwood, Charles Heupel