arXiv:2502.00037quant-phcs.LG2025-02被引 1

提出多重约束的量子力学新框架,可统一正问题与逆问题。

Superstate Quantum Mechanics

  • 用多个二次约束描述量子态,能量为二次型函数。
  • 静态问题等价于代数求解,动态问题含非线性演化机制。
  • 适合作为量子计算与人工智能的新算法基础。

我们提出超态量子力学(SQM),一种在希尔伯特空间中引入多重二次约束的理论,其中‘能量’也表示为这些态的二次函数。传统量子力学对应波函数归一化这一单一二次约束,能量以哈密顿量的二次型表达。当将SQM中的态表示为幺正算符时,其定态问题转化为量子反问题,在物理、机器学习和人工智能中有多种应用。任何定态SQM问题均等价于本文所解决的新代数问题。非定态SQM问题涉及系统自身的演化,使用与定态相同的‘能量’算符。考虑两种可能的动力学方程:(1) 在高阶量子理论的线性映射框架下,2D型量子电路实现系统间变换;(2) 采用类似Gross-Pitaevskii的非线性映射形式。尽管目前尚无已知物理过程描述此类2D动力学,但该方法自然连接正问题与反问题,为新型计算机算法提供可能。作为即时实际应用,我们考虑将量子信道作为经典计算模型,此类计算可在经典计算机上实现。

原文摘要 · Abstract (English)

We introduce Superstate Quantum Mechanics (SQM), a theory that considers states in Hilbert space subject to multiple quadratic constraints, with ``energy'' also expressed as a quadratic function of these states. Traditional quantum mechanics corresponds to a single quadratic constraint of wavefunction normalization with energy expressed as a quadratic form involving the Hamiltonian. When SQM represents states as unitary operators, the stationary problem becomes a quantum inverse problem with multiple applications in physics, machine learning, and artificial intelligence. Any stationary SQM problem is equivalent to a new algebraic problem that we address in this paper. The non-stationary SQM problem considers the evolution of the system itself, involving the same ``energy'' operator as in the stationary case. Two possible options for the SQM dynamic equation are considered: (1) within the framework of linear maps from higher-order quantum theory, where 2D-type quantum circuits transform one quantum system into another; and (2) in the form of a Gross-Pitaevskii-type nonlinear map. Although no known physical process currently describes such 2D dynamics, this approach naturally bridges direct and inverse quantum mechanics problems, allowing for the development of a new type of computer algorithms. As an immediately available practical application of the theory, we consider using a quantum channel as a classical computational model; this type of computation can be performed on a classical computer.

量子力学反问题计算模型

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