The equation as printed requires ; its sign does not affect the result. Seek separated solutions . Substitution into the wave equation givesThe Neumann boundary conditions impose . Multiplying the spatial equation by and integration by parts gives , so nontrivial spatial eigenfunctions require .
For , is constant and . For , . The first boundary condition gives , and the second gives . Thus is a positive integer and the spatial eigenfunctions are . Their time dependence is . By superposition,The zero initial velocity sets . The trigonometric identity gives the initial profile , so only the constant mode and the first cosine mode occur. HenceIts spatial derivative is , which vanishes at both boundaries, and its time derivative vanishes initially. Thus it satisfies all the required data.
For the two travelling profiles, the initial conditions implySince , is constant. One may therefore choosewhere the constants cancel in the sum. The D'Alembert formula then givesThis agrees exactly with the restricted-domain solution from part (b). The whole-line cosine profile already has zero spatial derivative at both and for every time, so its restriction satisfies the Neumann boundary conditions without further modification.
The fundamental theorem of calculus applies because the integrand is continuous. ThusThe requested derivative is , as shown in the PDF; the local OCR corrupts its notation.
With , nonnegativity of the probability density function at both and requiresThis is equivalent to . The derivativeshows that this infimum occurs at . Therefore the necessary and sufficient restriction isSufficiency follows from the same decreasing-ratio argument at every interior point. The endpoint values of are allowed: the probability density function merely vanishes at one endpoint.
For the given differential form, set and . Their partial derivatives satisfyIn fact an explicit potential issince and . Thus the differential form is an exact differential form on all of .
Replacing by suggests the potentialDirect differentiation verifies that is exactly the left-hand side of the required ordinary differential equation. This direct verification remains valid even for negative ; it does not require a real square root . ThereforeThe initial condition gives . Solving this quadratic equation in and selecting the branch that has givesThe second expression also defines the removable value . The maximal open interval containing on which this is a differentiable real solution isAt either endpoint the square root vanishes and , while , so the original ordinary differential equation cannot hold there with a finite derivative.
Cancellation of the factorials in the consecutive ratio givesSet . The derivative of the natural logarithm at gives . ThereforeThus the necessary condition from the term test for divergence is satisfied. On its own it does not prove that converges.
For the requested parameter value , the function graph has two branches, symmetric about the vertical axis because is an even function. Its derivatives areThe stationary points are , both local minima and also the lowest points of their respective branches. The function tends to as , so is a vertical asymptote; it also tends to as . The negative branch decreases to and then rises towards the vertical asymptote; the positive branch falls from the vertical asymptote to and then rises.
The derivative of the tangent is , and the order of the endpoints must be retained. Thus the definite integral is
Differentiate , retaining the derivative of the prefactor. The product rule and multivariable chain rule giveUsing , this becomesThe last term is essential because the coordinate change is nonlinear.
Use the given Cartesian coordinates and integrate with respect to first. Since is the derivative of , the double integral becomesA direct antiderivative avoids any issue with the nonmonotonicity of on this interval:The sign changes in make this cancellation possible even though is positive.
Differentiate the flux:On , is strictly increasing. Its limiting endpoint values are and , and . It has horizontal limiting tangents at the endpoints, curves upward for , curves downward for , and has an inflection point at zero.
The derivative graph is a downward-opening parabola, approaching zero at both endpoints and attaining its maximum at .
Use the two pieces of the surface integral directly; this avoids introducing an unnecessary second derivative of . On the unit sphere, and . A spherical band between heights and has area , so the curved flux isby the fundamental theorem of calculus. On the horizontal top disk, and the area is . ThusAs usual for these surface integrals, the first derivative is assumed sufficiently integrable for the displayed fundamental theorem of calculus evaluation; a continuous first derivative suffices. Mere pointwise differentiability without such an integrability assumption need not make an ordinary flux integral exist.
The function is differentiable at if there exists a finite real number such thatThen . The puncture makes the difference quotient defined; requiring a finite real distinguishes an ordinary derivative from an infinite slope.
The difference quotient at zero isFor , its absolute value is at most . Given , set . Then makes the difference quotient have absolute value below . Thus .
Conversely, along the second sequence the difference quotient is exactly zero. Any finite derivative would consequently have to be zero. Along the first positive sequence, however, the difference quotient equals . It is one for and tends to for . In both cases it stays outside the neighbourhood of zero for arbitrarily small positive increments. Thus no finite derivative exists. We obtainIn particular, gives continuity without differentiability.
Write . The inverse coordinate formulas and are valid because . The multivariable chain rule givesApplying these operators twice and using the symmetry of second derivatives,Thus the wave equation is equivalent toFor each fixed , the partial derivative has zero derivative with respect to , so it is a function of alone. Taking an antiderivative in gives , where the integration constant may depend on . HenceConversely, direct partial differentiation verifies the wave equation for every twice differentiable pair . The two terms describe profiles moving left and right respectively at wave speed along the characteristic lines for the one-dimensional wave equation.

