Let and . For , expanding both squared Euclidean distances gives
Taking nonnegative square roots proves
This is the distance identity behind inversion in a circle and the method of images for a circular boundary.
Green's second identity, with the outward normal derivative, is
Set and , interpreting the logarithmic singularity by a small excised disc or distribution theory. The volume integral is because and . On the boundary and , leaving
For the exterior problem below, apply the identity first in a large truncated region. For bounded harmonic functions the extra circle at infinity contributes zero: tends to a constant, its radial derivative is , and a bounded exterior harmonic function also has radial derivative . This is the condition under which the same boundary representation applies there.
The Dirichlet Green function is the solution, with the source point held fixed, of
Its singularity is the logarithmic one found in (a); subtracting that fundamental solution leaves a harmonic function. An unbounded region also requires a condition at infinity, here boundedness.
A fundamental solution of the Laplace equation satisfies in the sense of distributions, without a boundary condition. Choose it rotationally symmetric about the source. Away from the source, with , the radial Laplace equation is , giving .
Integrating over a small disc around the source and using the divergence theorem fixes the normalization:
Therefore
The additive constant is arbitrary; adding other entire harmonic functions is also possible if rotational symmetry is not imposed. The positive sign here follows from the convention .
Reflecting the solution across preserves its Dirichlet boundary conditions and outer boundary data, so uniqueness makes the solution reflection-symmetric. Since
only odd angular Fourier modes survive. Put and . On the symmetry axis , comparison of the convergent power series gives
Thus
This is the imaginary part of , so a useful closed form is
At either straight edge , while on the symmetry axis the formula is . Every term is harmonic in the sector, and the factorial denominator gives convergence up to , verifying the full solution.
The Fourier orthogonality relation on this angular interval is
Projecting the outer boundary condition onto each angular eigenfunction gives
The solution is unique in the class of bounded harmonic functions with the prescribed boundary trace. For continuous boundary data, the difference of two solutions is zero on the boundary and bounded at the vertex, so the maximum principle for harmonic functions makes it zero throughout the sector. Equivalently all its Fourier sine series coefficients vanish. The usual convergence interpretation applies if the data are only piecewise smooth.
For the harmonic extension in a circular sector, write a separated harmonic function as . The Laplace equation in polar coordinates yields
The angular Dirichlet boundary conditions select the Fourier sine basis
Indeed, the angular equation has no nonzero solution with nonpositive : multiplying by and integrating gives . The radial Cauchy-Euler equation has solutions and . Boundedness at the vertex excludes the latter, so superposition gives
Distinguish the quaternion group generators from the complex scalar . Denote their proposed image matrices by
Direct multiplication gives
For example and . Sending to and each negative quaternion element to the negative of its positive image now reproduces every quaternion product. The matrices all have determinant one and are invertible, so this is a group representation in .
The eight matrices are distinct. Therefore the group homomorphism is injective, and the representation is faithful; equivalently its kernel is .
The character of a representation is the trace of its representing matrix. Consequently
These are constant on the five conjugacy classes , , , , .
The complete list of subgroups is
To see completeness, Lagrange's theorem allows only orders . The only element of order two is , which fixes the order-two subgroup. Every noncentral element has order four and generates the corresponding listed cyclic subgroup. Any order-four subgroup contains such an element, because there are only two central elements; it must equal the cyclic subgroup generated by that element. This accounts for all possibilities.
Here , and , so is a cyclic group of order four. Its multiplication table is
Write the specified image of as . Direct matrix multiplication gives
A group representation is a group homomorphism to a general linear group, so the images of all powers of are forced:
All four images are invertible. Defining is well-defined modulo four because , and verifies every product in the table. These observations prove both existence and uniqueness of this representation with the prescribed image.
A group homomorphism preserves multiplication:
It automatically sends the identity element to the identity and sends inverse elements to inverses. A group isomorphism is a bijective group homomorphism. For finite groups this requires equal group orders, and, once those orders agree, either injectivity or surjectivity of the group homomorphism is sufficient. Equal orders alone do not suffice.
For an admissible nonzero real trial function, integration by parts and the zero-flux boundary conditions reduce the Rayleigh quotient to
A nonzero constant trial function attains zero. Positivity of also shows that equality requires . Hence
If the conserved total amount is , the normalized stationary solution is
Its diffusive flux vanishes everywhere. The Boltzmann distribution fixes the spatial profile, while the diffusivity affects the relaxation toward it. Boundedness of makes the normalization finite on this finite interval.
Apply the identity from (c) to the two real eigenfunctions. The equations of their Sturm-Liouville problem give
Since the eigenvalues differ,
This is orthogonality in the weighted inner product.
For sufficiently smooth functions satisfying the same boundary conditions, integration by parts gives the boundary form
The stated endpoint relation annihilates this expression. This proves the required self-adjoint differential operator identity; for the usual regular Sturm-Liouville problem, separated real boundary conditions give a self-adjoint realization on its domain.
In this problem the transformed diffusive flux is . Thus the physical boundary conditions are
equivalently when the endpoint values of are positive. In particular at the endpoints, which makes the boundary form vanish directly. The inner product used here is the ordinary integral; the weight enters the generalized eigenvalue problem, not this boundary-form calculation.
The product rule makes the drift term cancel:
Consequently the transformed eigenvalue problem is
Both and the weight are positive, as required for this Sturm-Liouville problem.
Substitution into the diffusive flux gives
The continuity equation for this drift-diffusion equation with a potential therefore reduces, after cancelling the nonzero exponential, to
The reflecting boundary conditions become at both endpoints. Thus each solution of this eigenvalue problem supplies a separated solution of the original diffusion equation.
Impose before varying. Writing , the restricted integrand is
Its middle term is the total derivative of , so it can be dropped for fixed endpoints by part (b). The remaining Euler-Lagrange equation is . Integrating twice and imposing , gives
This is the unique global minimizer among paths on the specified line. To prove it, add any admissible variation with . The change in fuel, after dropping the fixed boundary term, is
The first integral vanishes by integration by parts and the equation for . Equality forces . No monotonicity or restriction to the segment between endpoints was imposed in the question; the minimizing coordinate can initially decrease for sufficiently large .
The needed partial derivatives are
Substitution into the Euler-Lagrange equations gives
The terms cancel in the first equation, leaving
These are accompanied by and . The cancellation is consistent with part (b): the term proportional to is the total derivative of .
This is an isoperimetric constraint, imposed on the whole path rather than separately at each time. Introduce a constant Lagrange multiplier and replace the variational integrand by . The modified Euler-Lagrange equations are
Solve these together with the fixed endpoint conditions, treating as an unknown constant, then choose its value so that
The multiplier is constant because there is one scalar integral constraint. A condition imposed at every time would instead call for a time-dependent multiplier. As usual, this multiplier procedure assumes the constraint is regular, so its first variation does not vanish identically on all admissible variations.
The total derivative contributes only the boundary term
This is fixed by the endpoint data, so its first variation vanishes. It cannot change the Euler-Lagrange equations or which path minimizes .
For a direct check, let . Then
The equality uses commuting mixed partial derivatives. Thus , as in total time derivatives preserve fixed-endpoint Euler-Lagrange equations.
For fixed initial and final coordinates, the two Euler-Lagrange equations are
Indeed the first variation of the functional is
Integration by parts moves the time derivatives from the variations; their endpoint values are zero. The fundamental lemma of the calculus of variations then gives the two equations above.

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!
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    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.
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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
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