By the two Fourier transform rules in part (b),
Consequently transforming the differential equation gives
or
The inverse Fourier transform gives the reverse implication under the same regularity hypotheses. This expresses the Fourier symmetry of the quantum harmonic oscillator operator.
Assume the necessary derivatives decay enough for all boundary terms to vanish. One integration by parts gives
Repeating proves the Fourier transform of a derivative rule . On the other hand, differentiation under the integral gives
and therefore .
Write , with . Applying the second rule and part (a) gives
where
Only the term can contribute degree . Its leading coefficient is , so has exactly the same degree , with no possible leading-term cancellation. The coefficients of this transformed polynomial can be complex even when those of are real.
Let . Since , differentiation under the Fourier transform integral and integration by parts give
Thus . The Gaussian integral gives , proving the Fourier transform of a Gaussian formula
For the higher derivatives, start with . If , the product rule gives
If has degree and leading coefficient , the recurrence gives degree and leading coefficient . Induction proves the assertion for every . These polynomials are , where is the Probabilists' Hermite polynomial.
Set and choose , with the Green's function decaying at both ends. Away from the source, its homogeneous solutions are . Decay at each end and continuity at therefore give . Integrating its equation across the source gives a unit jump in its first derivative:
Thus
The solution of the boundary value problem is the convolution
There is no extra homogeneous term: no nonzero combination of decays at both infinities. The forcing must of course permit the imposed decay; integrable , including part (b), is sufficient. Literally arbitrary forcing need not do so: constant nonzero forcing admits no solution vanishing at both ends.
The two homogeneous Dirichlet boundary conditions on force negative separation constants. The initial profile is an even function, so only the even sine-family eigenfunctions are needed:
They obey and . Odd eigenfunctions have zero projection onto the even initial data. Hence the initial coefficients are
The desired eigenfunction expansion is therefore
At this is the Fourier series of on the interval; its coefficients are absolutely summable. Each term satisfies the partial differential equation and side conditions. For the additional Gaussian decay in justifies termwise differentiation. Since and , the whole series decays uniformly as .
Use separation of variables, , and divide by where nonzero. A real separation constant gives
so and . Normalizing the second factor to one at zero gives
The spatial ordinary differential equation has three types of real solution:
Products are the separated eigenfunctions. The negative, zero and positive separation constants give trigonometric, linear and hyperbolic function forms respectively. There is no discrete quantization until boundary conditions on are supplied. Since is bounded, the envelope of decays for , grows for , and is bounded and periodic for . The scalar prefactor can also be derived by removing a variable scalar reaction rate by an integrating factor.
Take and set . The Rayleigh quotient of the trial for the quantum harmonic oscillator is
Its denominator is . The kinetic numerator is times that denominator. For the remaining integral, put and use
obtained from and integration by parts. Thus the compact cosine trial bound for the quantum harmonic oscillator is
Differentiation gives , so the minimizing parameter satisfies
The quotient tends to infinity at either end of , and the two positive terms are equal at this stationary point, proving it is the global minimum. Therefore
For comparison, the exact ground state has value . The trial is admissible for the energy quadratic form: it is continuous, has compact support, and its weak derivative is square-integrable. Its first derivative jumps at the support endpoints, so it need not belong to the smaller twice-differentiable operator domain; this does not invalidate the Rayleigh-Ritz variational principle bound.
Use the normalized eigenfunctions with the stated weighted inner product. Orthogonality gives . The corrected Sturm-Liouville problem and the vanishing boundary term give
For a complex trial the numerator means , agreeing with the given formula for real trials. Therefore
It is a convex combination of the eigenvalues, with equality only for a trial proportional to the lowest eigenfunction. The Rayleigh-Ritz variational principle consequently estimates by choosing a nonzero admissible trial family and minimizing this quotient over its parameters:
The result is an upper bound. A more flexible trial space can lower it, while equality requires that the exact lowest eigenfunction belong to the trial space. One need not know the expansion coefficients to calculate the quotient directly from the trial function.
The original PDF has a typographical omission: its displayed equation has rather than on the right. Taken literally, it is an inhomogeneous boundary value problem, not the stated Sturm-Liouville problem. The quotient and the later eigenfunction expansion identify the intended equation, which the following derivation produces explicitly.
Choose homogeneous Dirichlet boundary conditions and a nonzero real admissible . Then because . For an endpoint-zero variation , integration by parts gives
The first variation of the Rayleigh quotient is thus
By the fundamental lemma of the calculus of variations, stationarity is equivalent to
Conversely, multiply this corrected eigenvalue equation by and integrate. The same boundary cancellation gives , so the first variation vanishes. This proves the requested equivalence for the intended equation. Homogeneous Neumann boundary conditions, or a Dirichlet condition at one end and a Neumann condition at the other, also eliminate the boundary term. General Robin boundary conditions would require the corresponding boundary contribution in the numerator.
Let and . The region is the first-octant portion of the ellipsoid . In cylindrical coordinates, write and . Away from the axis, the divergence is
The field is singular on the axis, so applying the classical divergence theorem there without qualification would be invalid. Instead remove and apply it to the remaining region. On the added cylindrical boundary the unit normal is , and
Its area element is , so its flux is . The axial component of the field has zero dot product with this normal. The volume integral of the divergence is locally integrable, because its factor cancels the cylindrical measure. Thus removing a singular axis in a flux integral gives the desired improper surface integral with no extra axial term.
The divergence theorem now reduces the calculation to
The integral over is the area of a quarter unit disk. All boundary fluxes are interpreted as convergent improper integrals at the axis.
The azimuthal vector is automatically orthogonal to the other two. Their remaining dot product is
Thus orthogonal coordinates require , which integrates to . The initial value gives , and the smooth branch with is
The corresponding coordinate-vector norms are and , as in the hyperbolic parametrization of prolate spheroidal coordinates. Coordinate degeneracies on the axis and focal segment are understood.
Eliminating the angular coordinates on the requested surface gives
It is a prolate spheroid with long axis , equatorial radius , polar semiaxis , and foci .
Figure 1.
The prolate spheroid and its meridian ellipse, with equatorial and polar semiaxes and the two foci
. Details.
The three coordinate basis vectors are the partial derivatives of the position vector with respect to the three coordinates. Direct differentiation gives
The multivariable chain rule then gives . These are coordinate tangent vectors, not necessarily unit vectors.
A cyclic group is generated by one element: . The hypothesis needs the qualification no proper nontrivial subgroup: every nontrivial group has the proper trivial subgroup , so the literal wording admits no examples.
Under that intended hypothesis, choose . The subgroup is nontrivial and must therefore be all of , proving cyclicity. If had infinite order, then would be nontrivial and proper, since is not an even power of an infinite-order generator. Thus has finite order and .
If were composite, choose a divisor with . Then would have order , strictly between one and , again contradicting the hypothesis. Consequently
Conversely, Lagrange's theorem shows that a group of prime order has only itself and its trivial subgroup. This proves the characterization of groups with no proper nontrivial subgroups, even without assuming finiteness at the outset.
Write . By Lagrange's theorem, the order of a group element divides four. Since no element has order four, all three nonidentity elements have order two. Thus every element is its own inverse. For any ,
so the group is Abelian. Also cannot equal or , by cancellation and the fact that are distinct nonidentity elements. Hence . The remaining products are forced, giving
The map , , , preserves this table under componentwise addition modulo two. Therefore
the Klein four-group, also called the Vierergruppe.
For each , the map
is surjective by definition of a coset and injective by left cancellation. Its inverse is multiplication by . Therefore
The same argument with right multiplication proves the analogous result for right cosets. This equality of sizes is the counting step in Lagrange's theorem.
For , the left coset of represented by is
It is a subset of obtained by multiplying every element of on the left by the same group element. The identity representative gives .
Map each symmetry to the permutation it induces on the three vertices. This is a group homomorphism, because composing geometric motions composes their vertex permutations. In the labels chosen in (b), the map is
All six images are distinct and exhaust the symmetric group . Equivalently, the kernel is trivial because a triangle symmetry fixing all three vertices is the identity. Thus the map is bijective and

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:
  1. topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculus
    Articles of different users are sorted by upvote within each article page. This feature is a bit like:
    • 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
  2. local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:
    This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
    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
  4. Infinitely deep tables of contents:
    Figure 6.
    Dynamic article tree with infinitely deep table of contents
    .
    Descendant pages can also show up as toplevel e.g.: ourbigbook.com/cirosantilli/chordate-subclade
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact