Part I — The Uncertainty Principle (Conceptual)
Two observables $A$ and $B$ are called compatible if their commutator vanishes, $[A,B]=0$, and incompatible if $[A,B]\neq 0$. This algebraic distinction carries deep physical consequences.
Compatible observables can be measured simultaneously without disturbance: knowing the result of $A$ does not affect the statistics of $B$. They share a common set of eigenstates, so a state can be simultaneously an eigenstate of both.
Incompatible observables are fundamentally different: measuring one necessarily disturbs the other. This is not a limitation of the apparatus — it is a theorem of the mathematics.
The key example: $\sigma_z$ and $\sigma_x$ do not commute. Measuring $\sigma_x$ on a state that had a definite value of $\sigma_z$ destroys that definite value. After the $\sigma_x$ measurement, $\sigma_z$ is random — even though no physical disturbance was applied between measurements.
The formal quantitative statement is:
For the spin operators $\sigma_z$ and $\sigma_x$: since $[\sigma_z,\sigma_x] = 2i\sigma_y$, the relation gives $\Delta\sigma_z\,\Delta\sigma_x \geq |\langle\sigma_y\rangle|$. In an eigenstate of $\sigma_z$ one has $\langle\sigma_y\rangle = 0$, so the bound is trivially zero — but $\sigma_x$ is still completely random with a 50/50 outcome distribution. The inequality is satisfied as $1 \geq 0$; the uncertainty is real even when the bound is not tight.
Part II — Energy Eigenstates and Stationary States
The eigenvalue equation for the Hamiltonian defines the energy eigenstates:
Because $H$ is Hermitian, the eigenvalues $E_n$ are real and the eigenstates form an orthonormal basis. The time evolution of an energy eigenstate is particularly simple:
The state acquires a time-dependent global phase — but global phases are unobservable. All probabilities are therefore time-independent:
Similarly, all expectation values $\langle A\rangle$ are constant. This is why energy eigenstates are called stationary states: no measurement statistics change with time.
For a general state expanded in the energy basis:
the different energy components accumulate different phases. The amplitude $\langle\phi|\psi(t)\rangle$ is a sum of rotating complex numbers — and their interference makes probabilities oscillate at the beat frequencies $(E_n - E_m)/\hbar$ between levels.
Part III — The Spin Hamiltonian in a Magnetic Field
The simplest dynamical quantum system: a spin-$\tfrac{1}{2}$ particle in a uniform magnetic field $\mathbf{B}$ pointing along the $z$-axis. The Hamiltonian is:
where $\omega = eB/mc$ is the Larmor frequency, and we work in natural units with $\hbar = 1$ throughout. The energy eigenvalues are:
The energy eigenstates are $|u\rangle = (1,0)^T$ and $|d\rangle = (0,1)^T$ — identical to the $\sigma_z$ eigenstates. This is to be expected: $H$ is proportional to $\sigma_z$, so they share eigenstates.
Part IV — Time Evolution of an Arbitrary Spin State
Starting from a general initial state $|\psi(0)\rangle = \alpha|u\rangle + \beta|d\rangle$ with $|\alpha|^2+|\beta|^2=1$, the Schrödinger equation gives:
To see the geometric meaning, write $\alpha = \cos(\theta/2)$ and $\beta = e^{i\varphi}\sin(\theta/2)$ (the Bloch sphere parametrization). After time $t$:
Factoring out a global phase $e^{-i\omega t/2}$ (unobservable), the azimuthal angle evolves as $\varphi \to \varphi + \omega t$. This is precisely precession: the Bloch vector rotates around the $z$-axis.
Computing expectation values explicitly confirms this picture:
The $z$-component of the Bloch vector is unchanged; the transverse component rotates at angular frequency $\omega$. The magnitude of the Bloch vector is preserved.
The Bloch vector precesses around the magnetic field axis at the Larmor frequency $\omega$ — identical to classical Larmor precession. Quantum mechanics gives the same average behavior as classical mechanics.
Part V — Transition Probabilities
Consider starting in $|u\rangle$ and measuring $\sigma_x$ at time $t$. The evolved state is $|\psi(t)\rangle = e^{-i\omega t/2}|u\rangle$. The probability of finding $\sigma_x = +1$ is:
An energy eigenstate shows no oscillating probabilities. Now start instead in the superposition $|\psi(0)\rangle = \tfrac{1}{\sqrt{2}}(|u\rangle+|d\rangle) = |r\rangle$:
This oscillates between $0$ and $1$ with period $2\pi/\omega$ — these are Rabi oscillations, the quantum beating between two energy levels.
Part VI — The Pauli Matrices: Full Algebra
The three Pauli matrices:
satisfy a rich set of algebraic identities:
| Identity | Formula |
|---|---|
| Each squares to identity | $\sigma_i^2 = I$ |
| Product of distinct Paulis | $\sigma_i\sigma_j = i\varepsilon_{ijk}\sigma_k \quad (i\neq j)$ |
| Anticommutator | $\{\sigma_i,\sigma_j\} = 2\delta_{ij}I$ |
| Commutator | $[\sigma_i,\sigma_j] = 2i\varepsilon_{ijk}\sigma_k$ |
All four identities are unified by the single master formula:
From the Pauli algebra one can derive the rotation formula. The exponential of a Pauli matrix is:
This is the operator that rotates the spin state around the $z$-axis by angle $\theta$. The time evolution operator $e^{-iHt} = e^{-i\omega t\sigma_z/2}$ is precisely a rotation by angle $\omega t$ — confirming that time evolution in the magnetic field is nothing but rotation.
Part VII — Commutators and the Uncertainty Principle: Formal Statement
The Robertson uncertainty relation gives a precise lower bound on the product of uncertainties:
where $\Delta A^2 = \langle A^2\rangle - \langle A\rangle^2$ is the variance. The derivation applies the Cauchy-Schwarz inequality to the vectors $(A - \langle A\rangle)|\psi\rangle$ and $(B - \langle B\rangle)|\psi\rangle$. Since $A$ and $B$ are Hermitian, their commutator $[A,B]$ is anti-Hermitian, so $\langle[A,B]\rangle$ is purely imaginary — and $|\langle[A,B]\rangle|$ is real and well-defined.
For position and momentum: $[x,p] = i\hbar$, so the bound gives the celebrated Heisenberg relation:
For spin: $[\sigma_x,\sigma_y] = 2i\sigma_z$, so $\Delta\sigma_x\,\Delta\sigma_y \geq |\langle\sigma_z\rangle|$. The uncertainty is state-dependent — it vanishes when $\langle\sigma_z\rangle = 0$ and saturates when the state is an eigenstate of $\sigma_z$.