This post is part of my 21-day quantum computing learning journey, exploring the fundamental laws that govern quantum systems. I dive into the Schrödinger equation, density matrices, and quantum postulates - the mathematical bedrock of quantum computing. Progress: 7/21 days completed. Schrödinger equation: ✓. Density matrices: mastered. Quantum postulates: established.

The Schrödinger Equation: Quantum laws of motion

The Schrödinger equation is quantum mechanics’ equivalent to Newton’s second law, describing how quantum systems evolve over time.

Schrödinger Equation: The Heart of Quantum Evolution

Time-dependent Schrödinger Equation

The time evolution of a quantum state is governed by:

\[iℏ * ∂Ψ(x, t) / ∂t = ˆH * Ψ(x, t)\]

Where:

  • Ψ(x, t) is the wave function at position x and time t.
  • is the reduced Planck constant.
  • ˆH is the Hamiltonian operator.
  • ∂Ψ(x, t) / ∂t represents the time derivative of the wave function.
Complex plot of a wave function that satisfies the nonrelativistic free Schrödinger equation with V = 0. For more details see wave packet
Complex plot of a wave function that satisfies the nonrelativistic free Schrödinger equation with V = 0. For more details see wave packet

Time-independent Schrödinger Equation

For systems with time-independent potentials, the equation simplifies to:

\[\hat{H} \psi(x) = E \psi(x)\]

These solutions — called energy eigenstates — describe stable quantum configurations and are essential in quantum computing, especially for:

  • Qubit initialization
  • Quantum gates design
  • Quantum simulation and chemistry

Each of these three rows is a wave function which satisfies the time-dependent Schrödinger equation for a harmonic oscillator.

Quantum harmonic oscillator
Quantum harmonic oscillator

imaginary part (red) of the wave function.

Left: The real part (blue) and Right: The probability distribution of finding the particle with this wave function at a given position. The top two rows are examples of stationary states, which correspond to standing waves.

The bottom row is an example of a state which is not a stationary state. The quantum harmonic oscillator is the quantum-mechanical analog of the classical harmonic oscillator.

Because an arbitrary smooth potential can usually be approximated as a harmonic potential at the vicinity of a stable equilibrium point, it is one of the most important model systems in quantum mechanics. Furthermore, it is one of the few quantum-mechanical systems for which an exact, analytical solution is known

Density Matrices: Pure vs Mixed States

Density matrices describe both ideal and realistic quantum systems:

Quantum States: Pure vs. Mixed

State Type Expression Properties
Pure state \(\rho = |\psi\rangle\langle\psi|\) \(\rho^2 = \rho\), maximum coherence
Mixed state \(\rho = \sum_i p_i |\psi_i\rangle\langle\psi_i|\) \(\rho^2 < \rho\), partial decoherence

Key Properties:

  • Hermitian: ρ† = ρ
  • Normalized: Tr(ρ) = 1
  • Positive: ρ ≥ 0

Mixed states are essential for modeling decoherence and noise in real quantum computers.

The Five Postulates of Quantum Mechanics

Postulate Description Quantum Computing Relevance
1. State System described by \(|\psi\rangle\) in Hilbert space Qubit superposition states
2. Observable Physical quantities are Hermitian operators Measurable quantum properties
3. Measurement Returns eigenvalues; state collapses Information extraction
4. Probability \(P(a_i) = |\langle \psi_i | \psi \rangle|^2\) Probabilistic outcomes
5. Evolution Governed by the Schrödinger equation Unitary quantum gates

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Reference:

  1. Microsoft Quantum Development Kit - Dirac Notation
  2. Cirq Documentation - Google’s quantum computing library