Write the four cyclic factors as , , and . The Gaussian moment pairing theorem gives three terms, corresponding to , and . We sum each term over .
For , the entry covariance gives
Indeed the four products leave respectively three, two, two and one free indices. A cyclic relabelling gives exactly the same sum for .
For the crossing pairing ,
The first product allows and freely, whereas each other product forces all four indices to coincide. Combining the three pairings and the trace normalization,
The spectral theorem for real symmetric matrices identifies the sum of the th powers of the eigenvalues with the trace of the th matrix power. Therefore the moment of the empirical spectral measure is
For odd , every summand has zero expectation by part (a)(ii), so for every .
For the second moment, use . There are diagonal entries with variance two and ordered off-diagonal entries with variance one. Their means vanish, giving
Hence .
The probabilistic form of Wick's theorem is Isserlis's theorem. If is a centered random vector with a multivariate Gaussian distribution and covariance matrix , its odd product moments vanish, and, for even ,
Here is the set of perfect matchings of the labelled positions. The formula allows repeated coordinates and singular covariance matrices. To see the pairing rule, differentiate the moment-generating function once in each coordinate and set : only terms pairing all differentiated coordinates survive, each with the displayed product of covariances.
Take , with . These variables are linear combinations of the original independent normal random variables, hence are jointly Gaussian. They have zero means, so
Substituting the entry covariance from part (a)(i) identifies each parenthesis with , giving the requested identity.
The joint probability distribution of all entries of is unchanged by , so and have the same probability distribution. For the specified cyclic product , this transformation multiplies by . Every such product is an integrable random variable, since normal random variables have finite moments of all orders. Thus, for odd ,
Repeated indices cause no difficulty: all factors change sign simultaneously. It would be incorrect to assume that these factors are independent.
Taking the transpose gives , so is a symmetric matrix. For , has the standard normal distribution, whereas has the normal distribution . Distinct upper-triangular entries depend on disjoint sets of the original independent random variables, so they remain independent.
Consequently the joint probability density function, relative to , is
Here because is a symmetric matrix. This is the Gaussian orthogonal ensemble, with off-diagonal variance one and diagonal variance two; the rescaled matrix has the corresponding off-diagonal variance.
We will also use its entry covariance. Expanding in the independent entries of , for which , gives
The symbols are Kronecker deltas. This formula includes the diagonal case, where the two terms both contribute.
Diagonalizing the matrix gives the normalized eigenvectors
with eigenvalues , respectively. The first projective measurement prepares up to global phase, regardless of the earlier state, conditional on obtaining .
The unitary time evolution under gives, with ,
The probability amplitudes for the second projective measurement are
The Born rule therefore gives the general spin-one transverse measurement after axial precession:
At the specified times , , so
For even , the result is certainly ; for odd , it is certainly . Although zero belongs to the spectrum of the observable, it never occurs at these times. Indeed, for even the evolved vector is , while for odd it is , where the minus sign is a global phase.
The Hamiltonian operator is already diagonal in the angular momentum eigenstate basis of part (b). Its three distinct energy eigenvalues and stationary states are
Thus the three column eigenvectors are , and , with energies , zero and , respectively. Each is nondegenerate since . Any nonzero scalar multiple gives the same stationary state after normalization; a quantum superposition of different energies is generally not stationary.
Recover the angular momentum operators from and . The spin-one angular momentum matrices in the chosen descending- orthonormal basis are
They are self-adjoint operators, satisfy , and give , as required for .
The phases of the three basis vectors can be chosen so that and are nonnegative real numbers. Matrix multiplication then gives
The angular momentum commutation relations require this to equal . Equating diagonal entries yields
Hence
These are also the special case of the normalized spin ladder operator coefficients .
Choose the ordered angular momentum eigenstates , so . Since , a nonzero matrix element of must increase the magnetic quantum number by one, and one of must decrease it by one. Thus only entries of and of can be nonzero. The adjoint operator identity gives
For the irreducible spin representation, both adjacent transitions are present; the following calculation determines their sizes.
In the ordered orthonormal basis , the spin one-half angular momentum operators are , with Pauli matrices
The ladder operators are
Explicit multiplication gives and . Their commutator is therefore
The angular momentum commutation relations are
where is the Levi-Civita symbol. The angular momentum eigenstates have
with angular momentum quantum number and magnetic quantum number . There are such states in one irreducible spin representation, so the eigenspace has dimension within that multiplet. The use of avoids confusing the magnetic quantum number with the particle mass in the earlier questions.
For completeness, the ladder operators satisfy and
The upper and lower ends are ; integer steps between them require to be a nonnegative integer. This explains both the spectrum and the multiplet dimension. Pure orbital angular momentum permits only integer , whereas general spin allows half-integers. If a larger Hilbert space contains several copies of the same irreducible spin representation, the full eigenspace includes all those copies: its dimension is times their multiplicity, and can be infinite. The paper's dimension question is understood per irreducible multiplet.
Write . The first Hermite polynomials give and proportional, with the same constant, to and . Thus in Cartesian coordinates the new wavefunctions are
Using polar coordinates , gives
The orbital angular momentum is , which immediately verifies its eigenvalues . Multiplying these spatial wavefunctions by for and for gives the corresponding full stationary states.
Choose the first three energy eigenstates consistently as , and . The Fock vacuum is annihilated by both lowering operators, so
For example , while , giving the middle formula. Thus the simultaneous eigenstates can be chosen as
Their pairs of eigenvalues are respectively , and . The factor normalizes the combinations when the original three states are normalized. Mixing only inside the degenerate first-excited energy eigenspace preserves the energy eigenvalue while diagonalizing .
Set . Inverting the creation and annihilation operators gives
Substitute these expressions in . Terms with two creation operators or two annihilation operators cancel because different modes commute. The remaining orbital angular momentum in oscillator ladder operators is
Equivalently it is , consistent with the circular ladder operators of a two-dimensional oscillator.
For an arc represented by , take . The Born rule uses
Integrate using :
The result is zero at and one at , checking the wavefunction normalization. At it reduces to , the stationary position probability. Longer intervals on the periodically identified coordinate require specifying the corresponding subset of the circle; integrating multiple turns would count the same positions repeatedly.
Put and retain the global phase from the preceding Lüders rule update. Since , the same orthonormal basis diagonalizes the new Hamiltonian operator, with
In particular, . Applying unitary time evolution from therefore gives
This is rigid translation from a momentum term in the Hamiltonian: the position probability density moves with velocity . The plus sign in follows directly from the negative sign of . At the expression agrees exactly with the preceding post-measurement state.
Let be the orthogonal projection for . The Lüders rule gives the normalized post-measurement state
The factor is a global phase, so is an equivalent representative. The projective measurement preserves the quantum coherence between the two momentum eigenstates; it does not select one of them. This matters for the subsequent position probabilities.
By the Born rule, the probability for a measured energy eigenvalue is the squared norm of the orthogonal projection onto its whole energy eigenspace. Thus
Every other energy eigenvalue has probability zero. These probabilities are independent of : unitary time evolution under the unchanged Hamiltonian operator changes the dynamical phases but not the squared expansion coefficients. The two equal-energy terms describe one measurement outcome.
Under unitary time evolution, each energy eigenstate acquires its own dynamical phase. Since , the wavefunction is
At , the identity recovers the normalized initial wavefunction.

Pinned article: Introduction to the OurBigBook Project

Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
We have two killer features:
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    • a Wikipedia where each user can have their own version of each article
    • a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
    This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.
    Figure 1.
    Screenshot of the "Derivative" topic page
    . View it live at: ourbigbook.com/go/topic/derivative
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    Figure 5. . You can also edit articles on the Web editor without installing anything locally.
    Video 3.
    Edit locally and publish demo
    . Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension.
  3. https://raw.githubusercontent.com/ourbigbook/ourbigbook-media/master/feature/x/hilbert-space-arrow.png
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    Figure 6.
    Dynamic article tree with infinitely deep table of contents
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