The denominator vanishes when . For , only lies inside the rectangle. This is a simple pole, since the denominator derivative there is . Its residue is
The positive orientation and the residue theorem consequently give
Factor . These factors generate pairwise comaximal ideals, so the Chinese remainder theorem gives
The three copies of have different module structures: acts by , respectively. Thus acts on as , making a module homomorphism.
The inverse, obtained by Lagrange interpolation, is
Evaluating at recovers . Conversely, a polynomial whose three evaluations vanish is divisible by , so these maps are mutual inverses on the quotient module. Three copies with identical trivial -action would not give the required isomorphism.
The annihilating polynomial excludes any free -summand. In a cyclic primary decomposition summand , the same condition requires to divide . Thus , up to a scalar unit, and . The complex dimension of this summand is .
Write . The exponents must form a partition of an integer , giving exactly
They are distinct module isomorphism types by uniqueness in the structure theorem for finitely generated modules over a principal ideal domain; equivalently they are the five possible Jordan block patterns for eigenvalue in dimension four.
The structure theorem for finitely generated modules over a principal ideal domain applies because a Euclidean domain is a principal ideal domain. For a finitely generated -module,
where the are nonzero nonunits. The free rank and the invariant factors of a finitely generated module are unique, with each determined up to multiplication by a unit. Equivalently, the torsion submodule decomposes into cyclic modules for irreducible , with uniquely determined prime-power elementary factors.
For the Legendre transform, maximize over . Its derivative is , and strict concavity makes the stationary point the unique maximizer. Substitution gives the convex conjugate of x log x
The range of is all of , so all real dual arguments have this finite value. Every point of the original graph is supported by its tangent of slope ; the conjugate supremum therefore recovers from these supporting lines. Equivalently, the inverse derivative relation for this strictly convex differentiable Legendre transform gives on . If an extended-real function on all of is wanted, its closed convex extension has value zero at and infinity for ; biconjugation includes that endpoint closure.
A convex function satisfies for all in its domain and . If the second derivative exists on an interval, this is equivalent to there. The equivalence follows from the nondecreasing first derivative, or from the supporting-line inequalities obtained by integration. Here
Thus it is a strictly convex function, and in particular convex.
At , numerator and denominator both have simple zeroes. Their derivatives give the removable value
At each positive integer , the numerator is nonzero and the denominator has a simple zero, so these are simple poles. At zero the expansion on the principal sheet is
which contains a fractional power. Thus zero is a branch point with pole-like leading growth, not an ordinary isolated pole. The negative real axis is the chosen branch cut. On local continuations across its nonzero points, negative integers also give simple poles because the continued square root is , never one. They lie outside the open principal branch domain; noninteger negative points are merely cut points, not intrinsic singularities.
On the stated branch of the principal complex logarithm, the only denominator zero is , and . Therefore
Zero is a logarithmic branch point, not a removable isolated singularity, even though tends to zero as within the cut plane. Continuation around zero changes by . The nonpositive real axis is the chosen branch cut; its nonzero points are not intrinsically branch points and admit local analytic continuation. There are no other finite singularities inside the specified branch domain.
For , the denominator zeroes are . Its derivative is , nonzero at each such point. Thus
These poles accumulate at zero. Consequently zero is a non-isolated singularity, as described by reciprocal cosine with accumulating poles. It is not an isolated essential singularity: no punctured disc about zero is a domain of holomorphy for this reciprocal function. Although itself has an essential singularity at zero, taking its reciprocal introduces this accumulation of poles.
The zeroes of occur at , . They are simple because there. Squaring the denominator therefore gives
There are no other finite singularities; this follows from the local zero-order criterion for a pole.
The chain is a reversible Markov chain, so detailed balance makes the stationary path probability
A path contains an ordered occurrence of followed later by exactly when its reversal contains followed later by . These occurrences need not be adjacent. Therefore for every , and in particular the two finite expectations are equal. This is ordered-state visit times in a reversible chain.
To decompose the expectations, distinguish the entrance time , which allows time zero and has , from the positive return convention in part (i). The Strong Markov property at the first visit to or gives
Equating them yields the difference formula with . Replacing by in the sum adds , again by Kac's lemma. Hence
For a numerical consistency check, the other entrance times are and , while . Both sides of the displayed identity equal .
Let be the expected time to complete the specified directed transition, starting at . This is a transition-completion time in a Markov chain, rather than merely a first visit to . First-step decomposition gives
The missing continuation in the middle equation represents successful completion, but its step is counted by the leading one. Substitution gives
Thus the requested expectation from is steps.
First realize the chain as a random walk on a multigraph: put three parallel edges between , two between , and one between . There are six edges and vertex degrees . Choosing an incident edge uniformly gives exactly the stated transition probabilities. The stationary distribution of a graph random walk is the degree divided by twelve, , and detailed balance follows because each edge multiplicity contributes the same flux in both directions.
For the first positive return time, Kac's lemma gives
For passage to , put and . The first-step equations are and , since reaching stops the clock. Thus
A multigraph is essential: a simple graph on three vertices cannot have six edges.
Use the drift-removing substitution for a Dirichlet Sturm-Liouville problem, . Direct differentiation gives . The homogeneous boundary conditions become , so the eigenvalues and eigenfunctions are
The self-adjoint weighted form is
Thus the weight and leading coefficient are both . The orthogonality of Sturm-Liouville eigenfunctions reads
After multiplying the forcing equation by , it becomes . Expanding in the sine series of part (i) and dividing by gives
Every term satisfies the endpoint conditions. As a check, solving the transformed ODE directly gives , which has the same coefficients and forcing.
Integration by parts gives the Fourier sine series coefficients
Hence
The odd periodic extension is a sawtooth, equal to on and repeated every ; its jumps at odd multiples of have midpoint value zero in the Fourier series. In particular the sine series equals zero, rather than the specified endpoint value , at . The even periodic extension is the continuous triangular wave equal to on . Their sketches are below.
The Parseval identity for a Hilbertian basis for this sine expansion gives
Figure 1.
Odd sawtooth and even triangular periodic extensions on minus two pi to two pi
. Details.
The quotient map is continuous and surjective by the quotient topology, so is compact as a continuous image of a compact space. To prove the Hausdorff property explicitly, let and set . Choose . The saturated open sets
are disjoint by the triangle inequality. Each contains both antipodes of every one of its points, so and similarly for . Consequently are disjoint open quotient neighborhoods separating the classes. Thus the quotient is compact and Hausdorff. It is the real projective plane; equivalently the metric on the antipodal sphere quotient is and induces this topology.
The sphere is the inverse image of under the continuous map , so it is closed in . It is bounded. The Heine-Borel theorem therefore makes it compact. Every metric space is Hausdorff: distinct points have disjoint open balls of radii smaller than half their distance. The Euclidean subspace metric supplies that property here. Hence is compact and Hausdorff.
For a prime , a diagonal matrix with two distinct nonzero eigenvalues exists. The same common-eigenspace argument makes the normalizer of a diagonal subgroup of GL2 precisely the monomial matrices. There are choices of nonzero entries for each of two permutation patterns, giving
At , however, the invertible diagonal subgroup is trivial. Every invertible matrix normalizes it, so
The first factor chooses a nonzero first column and the second chooses a column outside its one-dimensional span. The exceptional answer is necessary because the printed question permits every prime.
The coordinate axes are exactly the simultaneous eigenspaces of all invertible diagonal matrices in . A matrix normalizing must permute these common eigenspaces: if , then is again a scalar multiple of . Thus a normalizer element has exactly one nonzero entry in each row and column, a monomial matrix. In dimension two it is either diagonal or diagonal times . Conversely swaps the diagonal entries and normalizes . Therefore
This is the normalizer of a diagonal subgroup of GL2; the quotient records the permutation of the two axes.
For inferring an inverse-square force from Kepler laws, first use the area swept by an infinitesimal radius sector:
Kepler's second law makes the areal velocity constant, so is constant. Then , meaning that the acceleration has no transverse component. Newton's second law therefore gives a central force directed along the Sun–planet line.
For the radial dependence, set . Since ,
The radial acceleration is the Binet equation expression
The focus-based ellipse has , hence . Thus
For a planet of mass , the force is : it is attractive and obeys the inverse-square law. This deduction uses both the shape of the orbit and its constant areal velocity; the orbit shape alone would not determine its time-dependent acceleration.

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