If , equality is immediate. If , the nonnegative squared norm
proves the Cauchy-Schwarz inequality. Equality holds precisely when the displayed vector vanishes. Thus equality is equivalent to linear dependence of , including the cases with a zero vector.
A real inner product is a symmetric bilinear map with for . It defines . Set and . Orthonormality gives , hence the Pythagorean identity gives
This proves Bessel's inequality. Equality holds exactly when .
Write and . The zero initial data and the Laplace transform of a derivative give . Transforming the forcing with part (b),
Therefore
Part (b) with gives . Comparing coefficients and using uniqueness of the Laplace transform,
As a direct check, , so both initial values vanish. Differentiating once more cancels the terms in , leaving as required. This also checks the factor in the inverse transform.
Integrating the complex exponential and taking its even and odd combinations gives the standard Laplace transforms
For example, for , and the real sine and cosine identities follow by combining the two signs of .
Apply part (a) once to the cosine transform and twice to the sine transform:
All four transforms are valid on the stated right half-plane.
Inside the half-plane of convergence, the differentiation theorem for the Laplace transform permits differentiation with respect to the transform variable. Since ,
Repeating the argument, or applying induction using , gives
The identities hold for , within the stated convergence half-plane. The usual transform differentiation theorem uses an interior margin in the real part of to control the polynomial factors in ; it makes no assertion on the boundary .
Differentiate the uniquely determined lower solution and the zero upper solution:
Their one-sided traces are
They disagree, for example at , so the normal derivative is not continuous across the interface. The jump, defined as upper trace minus lower trace, is . It vanishes at the two interior points , but not identically on the interface.
This illustrates that continuous transmission need not preserve normal derivatives. In fact, at any point where these traces differ, the two-sided first derivative with respect to does not exist. The resulting function is continuous and smooth separately on each open side, but is not globally . Consequently a globally classical solution satisfying all these data cannot exist. The calculation in part (c) evaluates the smooth lower formula on the interface; it does not supply the missing cross-interface regularity.
Figure 1.
Continuous piecewise solution and unequal normal derivative traces
. Details.
The lower formula has a smooth continuation as a function of , and on it has trace . Its second tangential derivative is
which vanishes at . Hence the continued lower formula satisfies the equation restricted to the interface, where the formal equation is .
Assuming the solution itself is continuous across the interface, the upper region therefore has the Dirichlet boundary value problem
The zero function satisfies these data. The maximum principle for harmonic functions, applied to both and , proves uniqueness among harmonic functions continuous on the closed rectangle. Thus is the continuous upper continuation. Satisfaction of the degenerate interface equation does not impose continuity of the normal derivative; that is the issue in part (d).
In the lower triangular region, the characteristic coordinates obey . Integrating the canonical wave equation gives
On the right characteristic edge, and , so its prescribed value gives . On the left edge, and , giving . At the common vertex the two values agree and equal zero; hence .
Adding the two edge identities and subtracting this vertex identity determines the entire solution:
The apparent freedom to add a constant to and subtract it from does not change . Every classical lower-region solution has the displayed separated form, so these two characteristic boundary traces determine it uniquely. Substitution into and into both edge values directly verifies existence.
Use the convention , with discriminant . Here , , .
For , the discriminant is , so the equation is an elliptic partial differential equation, already in the canonical Laplace equation form .
For , the discriminant is , so it is a hyperbolic partial differential equation, the wave equation . Introduce characteristic coordinates
Then and , giving
On , the discriminant vanishes and the principal part has rank one; the degenerate parabolic type is . This is an interface line, rather than an open parabolic subdomain. Thus
This is a mixed-type partial differential equation. The classification concerns the principal part and remains meaningful even though the coefficient jumps at the interface.
The vector field is continuous on the cube. Part (b) gives , and part (c) supplies a uniform Lipschitz constant . In the quantitative Picard-Lindelöf theorem, the independent-variable half-width and the dependent-variable radius are both one, so
Therefore
The global derivative bound also makes the cube condition explicit. Along any solution segment starting at the initial point,
Thus it cannot leave the dependent-variable ball before . Bounded derivatives give limiting endpoint values, and local existence extends to them because is defined continuously on all space. Uniform Lipschitz continuity ensures that all such local pieces agree on overlaps, proving uniqueness throughout the closed interval.
The quantitative Picard-Lindelöf theorem applies on a rectangle , . Suppose is continuous there, bounded in maximum norm by , and uniformly Lipschitz continuous in . Then the initial value problem , , has a unique solution on
with the usual interpretation if . The solution remains in the dependent-variable ball. Its endpoints are included when is continuous on the closed rectangle, as here. Equivalently, existence first on every smaller interval and the derivative bound give extension to those endpoints.
For the given cube, and . Thus the theorem gives once a bound and a uniform Lipschitz constant have been established. The theorem does not require : convergence of Picard iteration can be proved by factorial estimates or by using successive shorter intervals.
A Lipschitz condition here is uniform in the independent variable: there is a finite constant such that, whenever both and belong to the cube,
The same must work for every allowed . Part (c) proves this with . This controls changes in the dependent variables; no Lipschitz condition in is required for the Picard-Lindelöf theorem.
For and ,
Apply this to the first component with , , . The reverse triangle inequality gives
For the second component use , , to obtain . Taking the maximum yields
Thus is globally Lipschitz continuous in the dependent vector, uniformly in , with Lipschitz constant . Differentiability of the absolute-value function at zero is unnecessary.
Each denominator is at least one and positive, so each component of lies in . Taking the maximum norm therefore gives
This is a global bound, so in particular the constant is valid throughout the specified cube.
Collect the two dependent variables in a column vector. The vector field and initial vector are
The given system of ordinary differential equations is then with . Both components of are continuous on all of , since their denominators are at least one.
The complex sine has simple zeros exactly at , , because and . Hence the denominator has a zero of order three at each of these points and nowhere else.
At , the numerator has order two, so the quotient has a simple pole. Indeed its leading term is . At , the numerator has order one, so there is a pole of order two. At , the numerator has order three, cancelling the denominator's order-three zero, so the singularity is removable. Its extension value is
At every remaining , the numerator is nonzero, giving a pole of order three. Thus the complete finite-plane classification is
Away from this discrete set the denominator is nonzero, so the quotient is holomorphic.

Pinned article: Introduction to the OurBigBook Project

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    Video 3.
    Edit locally and publish demo
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