Let . The powers
are distinct: equality of two with exponents between and would give a smaller positive power equal to . Reducing exponents modulo proves closure and supplies inverses, so this is a cyclic subgroup of group order . Lagrange's theorem now gives
Lagrange's theorem states that for a subgroup of a finite group ,
The left cosets of partition , and multiplication by a coset representative is a bijection from onto that coset, explaining the formula. If is prime, then is either or , so or . Thus the correct conclusion is no proper nontrivial subgroup. The trivial subgroup is proper for every group of prime order, so the wording in the question needs this qualification.
A common shift of all three angles leaves every spring length unchanged. This continuous rotational symmetry gives the zero mode: there is no restoring force against rigid rotation.
The equilateral equilibrium also has the dihedral group symmetry . Its action on the three angular displacements preserves the uniform one-dimensional subspace and the two-dimensional sum-zero subspace. The latter is an irreducible representation over the real numbers; a reflection may reverse all angular signs as well as exchange bead labels, which does not change these invariant subspaces. The symmetric stiffness matrix must act as a scalar on the sum-zero subspace, explaining the equal vibrational angular frequencies. Directly, each sum-zero vector satisfies . This is an example of degenerate normal modes from permutation symmetry, and of normal modes of three equal masses with a symmetric gap potential.
Put . Differentiating the spring length gives
The springs are unextended at equilibrium, so the quadratic potential energy contains only the squares of these first-order extensions:
The linearized Euler-Lagrange equations are therefore
The stiffness matrix is . Its eigenvector has zero eigenvalue, and every vector whose components sum to zero has eigenvalue . One convenient orthonormal set of normal modes is
Any orthonormal basis of the sum-zero plane is equally valid for the two degenerate normal modes. The general small motion is
The linear drift in the zero mode describes a slow uniform rotation. These are angular frequencies; the ordinary frequencies of the two vibrational modes are .
Figure 1.
Tangential displacement patterns of the three bead normal modes
. Arrows show the signs and relative sizes of the angular displacements in one choice of orthonormal normal modes. The equal-arrow pattern is a rigid rotation, while the two sum-zero patterns have equal nonzero angular frequency. Details.
Use the bead angles as generalized coordinates. The straight-line spring length between two beads follows from the law of cosines:
The hoop is horizontal, so the gravitational potential energy is constant and can be omitted. The kinetic energy is , giving the Lagrangian
At , every spring has its natural length, so the potential energy is zero and its first derivatives vanish. This is an equilibrium for every constant . It is stable against relative displacement because each spring energy is nonnegative; the overall rotation is a neutral direction.
An axial electric field produces , so the observation sets and imposes no restriction on the transverse or antisymmetric parts. Thus
A symmetric conductivity tensor would further require , but axial rotational invariance alone does not require this.
Choose an orthonormal basis with . A half-turn about kills all mixed axial-transverse components. Commutation with a quarter-turn makes the transverse block a scalar identity matrix plus an antisymmetric matrix. The resulting oriented-axis invariant Cartesian tensor, in coordinate-free form, is
with real constants . The Kronecker delta, the outer product , and the displayed Levi-Civita symbol contraction are invariant under every proper rotation about , so this form is also sufficient. In the chosen basis,
The antisymmetric part must be retained unless further symmetry is imposed.
Decompose the electric field as , where . The electric current density is
For a nonzero real electric field, the alignment of current and field in an axisymmetric conductor gives the complete classification of collinearity:
  • If , then , with no additional symmetry required.
  • If , then . Within this family is exactly the condition that the conductivity tensor is symmetric; then . An additional half-turn symmetry about a transverse axis is one way to force .
  • If both components are nonzero, then . These conditions give the isotropic second-rank tensor , and then for every direction.
For completeness, if and , taking the dot product with forces . The transverse equation then gives , while a nonzero axial component gives . This proves there are no missing directions. Zero current is included as the zero scalar multiple; if “parallel” requires a direction for , exclude cases where that scalar is zero. For a strictly anisotropic crystal the last possibility is absent.
Under a proper rotation matrix , the product of coordinates transforms as a rank- tensor. The unit ball is unchanged by the substitution , whose Jacobian determinant is one. Hence
Thus is an isotropic tensor. An isotropic second-rank tensor has the form . Taking the trace and using spherical coordinates,
Therefore the isotropic second moment of a ball is
An isotropic third-rank tensor has the form , but is symmetric in every pair of indices, forcing . Alternatively, makes its integrand odd on the ball. Thus
For a Cartesian coordinate change with an orthogonal matrix, a rank- tensor obeys
with repeated indices summed according to Einstein notation. A tensor is isotropic if for every proper rotation matrix . Under proper rotations the Levi-Civita symbol is an isotropic third-rank tensor; if reflections are included, it is a pseudotensor. The convention using proper rotations is the one relevant to the rank-three classification here.
Use the same Fourier transform convention, now in the sense of tempered distributions, since the homogeneous oscillations are not integrable. Transforming gives
Since , the two roots are distinct. A distribution annihilated by this polynomial is a linear combination of Dirac delta distributions at its roots:
Fourier inversion therefore gives
The constants may be complex. Differentiating the factor also verifies that the original ordinary differential equation reduces to for .
The convolution theorem gives the causal response
Define the integrated impulse response, for , by
Direct differentiation gives and . Thus
In particular, after switch-off the answer is
The response and its first derivative are continuous at both switching times, and the post-pulse motion is a freely decaying damped harmonic oscillator. The expression described as valid for in the paper is understood for ; before the pulse the causal output is zero.
Take the causal solution, extending the input and output by zero before the device starts at . The two zero initial conditions ensure that this extension adds no impulsive terms to the first two distributional derivatives. The Fourier transform of a derivative is multiplication by , so
Factoring the quadratic and taking partial fraction decomposition yields
The inverse Fourier transform follows directly by integrating decaying exponentials:
where is the Heaviside step function. This damped-oscillator impulse response has and , as required for a unit impulse.
Use the Fourier transform convention
The convolution is . For integrable , Fubini's theorem and the substitution give
Hence the convolution theorem is
Use the counterclockwise rectangular contour with vertices . It encloses just the simple pole , whose residue is . Let . The identity
makes the top edge, traversed right to left, contribute . On either vertical edge,
Thus the sum of the vertical integrals tends to zero, with absolute value at most . The residue theorem and now give
The argument works for every fixed real , including zero and negative values, and gives the Fourier transform of the hyperbolic secant with the convention .
The exponential numerator is entire and never zero. The denominator vanishes precisely when , giving
At these points , so every zero of the denominator is simple and hence every singularity is a simple pole. Using the residue formula in (b),
A simple pole at means that is holomorphic in a punctured neighbourhood and extends holomorphically to a nonzero value at . Equivalently its Laurent series begins with and has no higher negative powers. The residue is
In particular, if with , and , this becomes . The associated residue theorem is
for a positively oriented simple contour with no poles on it.
Write and . For a positively oriented, piecewise smooth simple closed contour bounding a region where have continuous first partial derivatives, Green's theorem gives
The Cauchy-Riemann equations are and , so both integrands vanish:
This proves Cauchy's integral theorem under the standard regularity assumptions for Green's theorem. More general admissible contours follow by subdivision; every enclosed region must be free of singularities.
The outward normal of the exterior region points into the excluded disc, so it is on the unit circle. Differentiating the Dirichlet Green function from (e), and writing and , gives
Here was used. The concentrated boundary data have unit integral, so the boundary representation evaluates this exterior Poisson kernel at . Thus the bounded solution on either part of the exterior -axis is
It is positive on both intervals, diverges as at the boundary source, and tends to as . Boundedness at infinity selects this solution; otherwise one could add an arbitrary multiple of without changing the circle's boundary data.
For a source in the exterior, its inverse point lies strictly inside the excluded disc. The method of images construction of the bounded exterior disk Green function therefore allows an opposite logarithmic source there without adding a singularity to the domain. The candidate Dirichlet Green function is
Its Laplacian in the exterior is exactly , since the image singularity is outside that domain. The identity in (d) makes on the unit circle. Moreover
so it obeys the required boundedness condition. These checks establish the stated logarithm-of-a-ratio expression with . Bounded exterior Dirichlet uniqueness for the Poisson equation follows by inversion in a circle and removal of the bounded singularity at the origin.

Pinned article: Introduction to the OurBigBook Project

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    Video 3.
    Edit locally and publish demo
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