20250190826. Method Constructin (ShanghaiTech University)

Method for Constructing Boolean Algebra System of Ising Perceptual Computer and Ising Machine Programming Interface

Abstract: a method for constructing a boolean algebra system of an ising perceptual computer and an ising machine programming interface involve a quantum circuit synthesis system of boolean algebra of the ising perceptual computer for solving a constrained optimization problem, and a programming interface for a quantum ising machine implementing quantum adiabatic computation and other general-purpose ising machines, and relate to the field of constrained optimization and quantum adiabatic computation. a boolean constraint primitive expression system described by a penalty term is used as a basic expression object, and automatic, efficient, and reliable rearrangement and simplification are carried out through an algebra system of the ising perceptual computer. combining a characteristic of an ising machine, a scale of an optimization problem instance is reduced and solving efficiency of the optimization problem instance on the ising machine is improved.

Inventor(s): Jianwen LUO, Yajun HA

CPC Classification: G06N7/01 (Probabilistic graphical models, e.g. probabilistic networks)

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