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Postulate 2.md

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Postulate 2

Every measurable quantity A is described by a Hermitian operator $\hat{A}$.

Do you want to know what a system's energy is? Apply the energy operator, this is referred to as the Hamiltonian operator, $\hat{H}$. What's the magnetization? Apply the magnetization operator, etc.

Ising example:

Remember that we defined our energy with the following energy function: $$E(\textbf{s}) = -\frac{J}{k_B}\sum_{\langle ij\rangle}s_is_j + \frac{\mu}{k_B}\sum_is_i$$ We can define the associated operator to be: $$\hat{H} = -\frac{J}{k_B}\sum_{\langle ij\rangle}\sigma^Z_i \sigma^Z_j + \frac{\mu}{k_B}\sum_i \sigma^Z_i$$ where $\sigma^Z_i$ is the

$$\begin{pmatrix} 1 & 0 \\ 0 & -1 \end{pmatrix}$$

matrix applied to the $i^\text{th}$ qubit.

For example:

$$\begin{align} \sigma^Z_1 \ket{0} &= \ket{0} \\ \sigma^Z_1 \ket{1} &= -\ket{1} \end{align}$$

This is seen by simple matrix-vector multiplication. Recall that we defined:

$$\begin{align} \ket{0} = \begin{pmatrix}1 \\ 0\end{pmatrix} \\ \ket{1} = \begin{pmatrix}0 \\ 1\end{pmatrix} \end{align}$$

If we have multiple qubits, then the subscript just tells you which qubit to apply the operator to.

$$\begin{align} \sigma^Z_1 \ket{01} &= \ket{01} \\ \sigma^Z_1 \ket{11} &= -\ket{11} \\ \sigma^Z_2 \ket{01} &= -\ket{01} \\ \sigma^Z_2 \ket{10} &= \ket{10} \end{align}$$