公开(公告)号：US20230359482A1

公开(公告)日：2023-11-09

申请号：US17750034

申请日：2022-05-20

Applicant: INFOSYS LIMITED

Inventor： Mohammed Aamir QUDSI ,  Vijayaraghavan Varadharajan ,  Akshay Pachbudhe

IPC: G06F9/46 ,  G06N10/60

CPC classification number: G06F9/46 ,  G06N10/60

Abstract: A method and system for performing an approximate optimization for solving a global optimization task, comprising of receiving data representing one or more global task objectives performing an optimization technique to cause transition of the global optimization task from a first Hamiltonian state towards a second Hamiltonian state identifying, through a machine learning model, an equation/algorithm to obtain a solution to the global optimization task in the quantum domain, wherein the identification is based on clustering equation/algorithm trained with predefined types of decision variables.