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Cm Math Rigid — Examples

1 · Prerequisites

2 · Summary

The companion page to cm-math-rigid records explicit finite checks of its rigid-body results. Everything here is mathematics: the examples carry domain: mathematics, depend only on the mathematical items of the parent page and on mathematical suppliers, and make no physical or empirical claim. No measurement, simulation or numerical integration is involved; the calculations use exact rational numbers, square roots, angles involving π, and the logarithmic escape-time bound 4log⁡25.

Finite point-mass inertia matrices computed and checked against the positivity criterion computes the inertia matrix of a finite weighted sum of Dirac measures in three cases — two unit masses at ±e3 giving diag(2,2,0), three unit masses at an equilateral triangle in the plane e3=0 giving diag(32,32,3), and two unit masses at e1,2e1 giving diag(0,5,5) — and checks each against the quadratic identity and the positive-definiteness criterion of Symmetry, the quadratic identity ωTIω=∫∥ω×ρ∥22 dν, and the positive-definiteness criterion for the inertia matrix.

Finite checks of the torque-free spin results: stability certificates, an escape-time bound, and the linearized dichotomy evaluates the certificates of Lyapunov stability of spin about the largest and smallest principal axes of the torque-free top at (I1,I2,I3)=(1,2,3), reproducing the bounds c=14, c3=112 and a concrete trajectory-level bound; evaluates the escape data of Instability of spin about the intermediate principal axis of the torque-free top with a=3, δ0=14, c0=14 and the time bound 4log⁡25≈12.88; and checks the two branches of Linearization of the torque-free Euler system at a principal-axis spin, and the oscillatory/exponential dichotomy by substituting explicit solutions of the linearized system.

Finite checks of the Euler-angle parametrization, the angular-velocity formula and a steady precession of the heavy top evaluates Θ(0,π2,0)=Ry(π2) and its SO(3) membership, checks the angular-velocity formula of Angular velocity in Euler angles: ω3=ψ′+φ′cos⁡θ and ω12+ω22=θ′2+φ′2sin⁡2θ against the definition for the motion φ(t)=t, θ=π2, ψ=0, and verifies a constant-rate precession (θ,φ′,ψ′)=(π3,2,12) against every clause of Reduction of the heavy symmetric top system: conserved momenta, one-dimensional θ equation and conserved reduced energy, including the reduced energy value 258 computed two ways.

3 · Logical flowchart

4 · Definitions, postulates, theorems and proofs

None yet.

5 · Examples, experiments and counterexamples

ExampleConstruction: AI-generatedVerification: AI-adaptedOpen item page →

Finite point-mass inertia matrices computed and checked against the positivity criterion

Example

Throughout, the ambient data are the Euclidean inner product and cross product of R3 (The Euclidean inner product ⟨x,y⟩=∑k<nxkyk on Rn, The cross product in R3), and ν is a finite weighted sum of Dirac measures at distinct points x1,…,xn∈R3 with weights c1,…,cn>0 (The Dirac set function at a point, Nonnegative scalar multiples and countable weighted sums of measures are measures), which is a mass distribution of total mass m=∑kck in the sense of Mass distributions on R3: total mass, first moment and inertia matrix; let I=I(ν) be its inertia matrix. Assume the Axiom of Countable Choice ACω (The Axiom of Countable Choice (ACω)), used only through the Borel measurability of the polynomial integrands, which is what makes the entries of I finite real numbers (Finiteness of the moments of a bounded finite Borel measure on R3). Three cases are computed and each is checked against the positivity criterion of Symmetry, the quadratic identity ωTIω=∫∥ω×ρ∥22 dν, and the positive-definiteness criterion for the inertia matrix and the principal-axis corollary Principal axes and principal moments of the inertia matrix, and positivity in the nondegenerate case.

(i) Two unit masses on the third axis. n=2, x1=e3, x2=−e3, c1=c2=1: then m=2, μ(ν)=e3−e3=0, and I=diag(2,2,0).

(ii) Three unit masses at an equilateral triangle in the plane e3=0. n=3, ck=1 and xk=cos⁡(2πk/3)e1+sin⁡(2πk/3)e2 for k=0,1,2: then m=3, μ(ν)=0 and I=diag(32,32,3).

(iii) Two unit masses on the first axis. n=2, x1=e1, x2=2e1, c1=c2=1: then m=2, μ(ν)=3e1≠0, and I=diag(0,5,5).

Facts & Assumptions

Given: Distinct points x1,…,xn∈R3, weights c1,…,cn>0, the measure ν=∑k=1nckδxk, and the three concrete data sets (i)-(iii).

[L1]

ν is a measure, ν(E)=∑k=1nckδxk(E) for every measurable E, and ν({xk})=ck; the inertia matrix is Ijk=∫(∥ρ∥22δjk−ρjρk) dν Nonnegative scalar multiples and countable weighted sums of measures are measures, Nonnegative scalar multiples and countable weighted sums of measures, The Dirac set function at a point, A Dirac set function is a probability measure, Mass distributions on R3: total mass, first moment and inertia matrix.

[L2]

For a finite-valued nonnegative measurable f one has ∫f dν=∑kckf(xk); for a real measurable f that is bounded on the finite set {x1,…,xn} and vanishes outside a bounded set, the same identity holds with f=f+−f− and linearity of the integral The nonnegative Lebesgue integral, Nonnegative simple measurable functions, The integral of a nonnegative simple function, Integral over a measurable subset, Integrable real and complex functions, and their integrals, The Lebesgue integral is linear on L1(μ), Monotonicity and nonnegative homogeneity of the nonnegative integral.

[L3]

ωTIω=∫∥ω×ρ∥22 dν, and I is positive definite exactly when ν(R3∖Rω)>0 for every ω≠0; the eigenvalues of I are its principal moments Symmetry, the quadratic identity ωTIω=∫∥ω×ρ∥22 dν, and the positive-definiteness criterion for the inertia matrix, Principal axes and principal moments of the inertia matrix, and positivity in the nondegenerate case.

[L4]
[L5]

Here π is twice the smallest positive cosine zero (Pi as twice the smallest positive zero of cosine). The quarter-turn values, addition formulas and strict decrease of cosine on [0,π] give cos⁡(π/3)=1/2: writing c=cos⁡(π/3), the triple-angle formula gives 4c3−3c=−1, or (c+1)(2c−1)2=0, and c>−1. Positivity of sine on (0,π) and the Pythagorean identity give sin⁡(π/3)=3/2; the addition and shift formulas therefore give the points (1,0), (−1/2,3/2), (−1/2,−3/2) (Quarter-turn values and shifts by pi/2 and pi, Pi is the first positive zero of sine, Signs, monotonicity intervals, and ranges of sine and cosine). Finite sums are additive and distribute over scalar multiples; cos⁡2+sin⁡2=1, and ∑k=02cos⁡(2πk/3)=∑k=02sin⁡(2πk/3)=0, ∑k=02cos⁡2(2πk/3)=∑k=02sin⁡2(2πk/3)=32, ∑kcos⁡(2πk/3)sin⁡(2πk/3)=0 Laws of finite sums and finite products, Parity and the Pythagorean identity for sine and cosine, The addition formulas for sine and cosine, Sine and cosine defined by their real power series.

Verification

technique · direct
1.1givenL1L2algebra

First the finite-atomic integration formula is recorded: if s=∑jajχEj is a nonnegative simple function, then ∫s dν=∑jajν(Ej)=∑jaj∑k:xk∈Ejck=∑kcks(xk), and the identity ν(Ej)=∑kckδxk(Ej) is [L1]; taking the supremum over simple 0≤s≤f in the definition of the nonnegative integral gives ∫f dν≥∑kckf(xk) from the minorant s0:=∑kf(xk)χ{xk}≤f, and ∫f dν≤∑kckf(xk) from ∫s dν=∑kcks(xk)≤∑kckf(xk) for every simple 0≤s≤f; hence ∫f dν=∑kckf(xk), and the real case follows by f=f+−f−.

2.1step 1.1givenL1L6algebra

With the formula of step 1.1, Ijk=∑lcl(∥xl∥22δjk−(xl)j(xl)k) for arbitrary data, by [L1]; in particular I is the sum over the atoms of cl(∥xl∥22I3−xlxlT) [L6].

2.2step 1.12.1givenL5L6algebra

Case (ii): μ(ν)=∑kxk=0 and ∑k(xk)12=32, ∑k(xk)22=32, ∑k(xk)32=0, ∑k(xk)1(xk)2=0, ∑k(xk)1(xk)3=∑k(xk)2(xk)3=0 by [L5]; hence I11=∑k((xk)22+(xk)32)=32, I22=∑k((xk)12+(xk)32)=32, I33=∑k((xk)12+(xk)22)=3 and the off-diagonal entries vanish, so I=diag(32,32,3) by steps 1.1 and 2.1.

3.1step 1.12.1givenL3L6algebra

Case (i): I=(1⋅(I3−e3e3T))+(1⋅(I3−e3e3T))=2(I3−e3e3T)=diag(2,2,0) by step 2.1 and [L6], and the moment vanishes by symmetry; for ω=e3 the line Re3 contains both atoms, so ν(R3∖Re3)=0, so I is not positive definite by [L3], matching the zero eigenvalue.

3.2step 2.2givenL3L4L5algebra

Case (ii) checked against the quadratic identity: for ω=e1, ∑k∥e1×xk∥22=∑k(1−(xk)12)=3−32=32=ωTIω, and for ω=e3, ∑k∥e3×xk∥22=∑k((xk)12+(xk)22)=3; both agree with I=diag(32,32,3), and no line through the origin contains all three xk, so for every ω≠0 at most two of the three points satisfy ω×xk=0, at least one atom of weight 1 lies off Rω, so ν(R3∖Rω)≥1>0; by [L3] and [L4] this is exactly positive definiteness of I, matching the positive eigenvalues.

4.1step 1.12.1givenL3L6algebra∎

Case (iii): I=(I3−e1e1T)+(4I3−4e1e1T)=5I3−5e1e1T=diag(0,5,5) by steps 2.1 and [L6]; the support lies on the line Re1, which is the zero set of ω↦ω×ρ for ω=e1, and the complement of that line has ν-measure 0, so I is not positive definite by [L3], matching the zero eigenvalue; the first moment is μ(ν)=e1+2e1=3e1≠0, so this distribution is not centred and its inertia matrix is computed about the origin of coordinates, not about its centre of mass. This last observation is a bookkeeping check, not a claim about any translated inertia matrix.

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Finite checks of the torque-free spin results: stability certificates, an escape-time bound, and the linearized dichotomy

Example

Fix the diagonal inertia map with principal moments (I1,I2,I3)=(1,2,3) (Principal axes and principal moments of the inertia matrix, and positivity in the nondegenerate case) and the torque-free Euler system l′=l×(I−1l) of Euler's equations Iω′+ω×Iω=RTτ under an adopted torque balance, and the torque-free invariants and principal-axis equations on R3. The three computations below check the certificates of Lyapunov stability of spin about the largest and smallest principal axes of the torque-free top, the escape bound of Instability of spin about the intermediate principal axis of the torque-free top, and the linearized formulas of Linearization of the torque-free Euler system at a principal-axis spin, and the oscillatory/exponential dichotomy at explicit data. The inertia values and component calculations are exact rationals or square roots; the escape-time upper bound is the exact expression 4log⁡25. No measurement or simulation is involved, and no claim about a physical top is made.

Facts & Assumptions

Given: The moments (I1,I2,I3)=(1,2,3), the field l′=l×(I−1l), the certificates D=C/(2I1)−E and D3=E−C/(2I3) of the stability theorem, the constants a,c0,δ0,ε0 of the instability theorem, and the linearization data of the linearized theorem.

[L1]

Along every solution C=∑jlj2 and E=∑jlj2/(2Ij) are constant; the torque-free equations in components are l1′=(1/I3−1/I2)l2l3 and cyclic analogues; and l0=Lej is an equilibrium for L≠0 Euler's equations Iω′+ω×Iω=RTτ under an adopted torque balance, and the torque-free invariants and principal-axis equations.

[L2]

For the extreme axes: D=12∑j>1(1/I1−1/Ij)lj2≥c(l22+l32) with c=12(1/I1−1/I2), and D3=E−C/(2I3)=12∑j<3(1/Ij−1/I3)lj2≥c3(l12+l22) with c3=12(1/I2−1/I3); both D and D3 are constant along solutions Lyapunov stability of spin about the largest and smallest principal axes of the torque-free top.

[L3]

For the intermediate axis with L>0: a=(1/I1−1/I2)/(1/I2−1/I3), c0=a(1/I2−1/I3)32L, δ0=L/(21+a2), ε0=L/2; the initial point (η,L2−(1+a2)η2,−aη) lies on the level set C=L2, E=L2/(2I2) and its solution reaches ∥l−l0∥2≥ε0 by time ≤c0−1log⁡(δ0/η) Instability of spin about the intermediate principal axis of the torque-free top.

[L4]

For the spin ω0=Ωe3 the linearized system is δ1′=Ω(I2−I3)δ2/I1, δ2′=Ω(I3−I1)δ1/I2, δ3′=0, with λ=Ω2(I2−I3)(I3−I1)/(I1I2); for λ<0, κ=−λ and the solution with data (δ1(0),δ2(0)) is δ1(t)=δ1(0)cos⁡(κt)+Ω(I2−I3)I1κδ2(0)sin⁡(κt), δ2(t)=δ2(0)cos⁡(κt)+Ω(I3−I1)I2κδ1(0)sin⁡(κt); for λ>0 the same with cosh⁡,sinh⁡, and δ2(0)=0≠δ1(0) gives an unbounded solution Linearization of the torque-free Euler system at a principal-axis spin, and the oscillatory/exponential dichotomy, The six hyperbolic functions and their natural domains.

[L5]

∥ω×ρ∥22=∥ω∥22∥ρ∥22−⟨ω,ρ⟩2 and the Euclidean norm is computed componentwise The squared cross-product norm is the Gram determinant of two vectors, The Euclidean inner product ⟨x,y⟩=∑k<nxkyk on Rn, The cross product in R3; eκt→+∞ for κ>0 The exponential is a continuous bijection from R onto (0,∞).

Verification

technique · direct
1.1givenL2L3algebra

Certificates at (1,2,3): c=12(1−12)=14 and c3=12(12−13)=112; the instability data are a=(1−12)/(12−13)=3, 1+a2=4, δ0=14, c0=3⋅16⋅32=14 and ε0=12 for L=1.

2.1step 1.1givenL1L2L5algebra

Stability certificate check about e3 with L=1 and initial data l(0)=110e1+31110e3 on the unit sphere, where 31110=99100: D3(0)=12(1/I1−1/I3)l1(0)2=12⋅23⋅1100=1300 (the l2-term of D3 vanishes at t=0), so the bound l1(t)2+l2(t)2≤D3(0)/c3=12300=125 holds at all times by [L2]; moreover C(0)=1100+99100=1, so l3(t)2=1−(l12+l22)≥2425, and since l3 is continuous with l3(0)=31110>0 we have l3(t)≥2425≥97100, whence ∣l3(t)−1∣=l1(t)2+l2(t)21+l3(t)≤4197<211000; hence ∥l(t)−e3∥22≤125+(211000)2=40441106<411000 for all t≥0: the certificate inequality of [L2] is verified at explicit data, e3 being the extreme axis of largest moment.

2.2step 1.1givenL1L3algebra

Instability check about e2 with L=1 and η=1100: with a=3 the initial point is lη=(1100, 249950, −3100), with C(lη)=1104+24992500+3104=1 and E(lη)=12(1104+24995000+1104)=14=L22I2 exactly, so it lies on the invariant level set of [L1] and [L3] requires no further hypothesis; the escape time is bounded by c0−1log⁡(δ0/η)=4log⁡25, and there is an escape time no later than this bound at which the solution is at distance at least ε0=12 from e2.

2.3step 1.1givenL4L5algebra

Linearization check, first case: keep (I1,I2,I3)=(1,2,3) and take Ω=2, so λ=4⋅(2−3)(3−1)/(1⋅2)=−4 and κ=2; with data (1,0,0) the formulas of [L4] give δ1=cos⁡2t, δ2=sin⁡2t, and indeed δ1′=−2sin⁡2t=Ω(I2−I3)δ2/I1=−2sin⁡2t and δ2′=2cos⁡2t=Ω(I3−I1)δ1/I2=2cos⁡2t: the solution is bounded, in the oscillatory branch, and e3 is an extreme moment for these data.

3.1step 1.1givenL4L5algebra∎

Linearization check, second case: take (I1,I2,I3)=(1,3,2), so I3=2 is the intermediate moment, and Ω=2: then λ=4⋅(3−2)(2−1)/(1⋅3)=43>0, κ=23, and the data (1,0,0) give δ1(t)=cosh⁡(κt) and δ2(t)=Ω(I3−I1)I2κsinh⁡(κt)=2⋅13κsinh⁡(κt), both unbounded as t→+∞ because cosh⁡(κt)≥12eκt by [L5]; this exhibits the exponential branch of the dichotomy and the linearized instability of the intermediate axis.

ExampleConstruction: AI-generatedVerification: AI-adaptedOpen item page →

Finite checks of the Euler-angle parametrization, the angular-velocity formula and a steady precession of the heavy top

Example

All data are the exact ones of the heavy-top system of The Euler-angle parametrization and the heavy symmetric top system with the parameter choice A=C=m=d=g=1, and the rotation matrices are those of The coordinate rotation matrices Rz(a) and Ry(a): values in SO(3), composition law, and derivatives. Three computations are performed: the value of the Euler-angle parametrization at a specific triple, the body angular velocity of a specific motion through the formula of Angular velocity in Euler angles: ω3=ψ′+φ′cos⁡θ and ω12+ω22=θ′2+φ′2sin⁡2θ checked against the definition, and a constant-rate precession checked against every clause of Reduction of the heavy symmetric top system: conserved momenta, one-dimensional θ equation and conserved reduced energy. No physical measurement is involved and no claim about a physical top is made.

Facts & Assumptions

Given: The parametrization Θ(φ,θ,ψ)=Rz(φ)Ry(θ)Rz(ψ), the matrices Rz(a)=(cos⁡a−sin⁡a0sin⁡acos⁡a0001) and Ry(a)=(cos⁡a0sin⁡a010−sin⁡a0cos⁡a), the angular-velocity formula of Angular velocity in Euler angles: ω3=ψ′+φ′cos⁡θ and ω12+ω22=θ′2+φ′2sin⁡2θ, and the reduction clauses 1-4 of Reduction of the heavy symmetric top system: conserved momenta, one-dimensional θ equation and conserved reduced energy.

[L1]

Rz(a),Ry(a)∈SO(3); Rz(a)e1=cos⁡a e1+sin⁡a e2, Rz(a)e2=−sin⁡a e1+cos⁡a e2, Rz(a)e3=e3, Ry(a)e1=cos⁡a e1−sin⁡a e3, Ry(a)e2=e2, Ry(a)e3=sin⁡a e1+cos⁡a e3; and the derivative rules of The coordinate rotation matrices Rz(a) and Ry(a): values in SO(3), composition law, and derivatives.

[L2]

The body angular velocity is the unique ω with RTR′=[ω]×, and [ω]×z=ω×z; for the Euler-angle curve it equals (−φ′sin⁡θcos⁡ψ+θ′sin⁡ψ, φ′sin⁡θsin⁡ψ+θ′cos⁡ψ, ψ′+φ′cos⁡θ) in the standard basis Angular velocity in Euler angles: ω3=ψ′+φ′cos⁡θ and ω12+ω22=θ′2+φ′2sin⁡2θ, Rigid placements, body and spatial angular velocity, and material velocities, The skew-matrix/cross-product correspondence [ω]×z=ω×z and its conjugation law R[ω]×RT=[Rω]×.

[L3]

For a heavy-top trajectory, b=C(ψ′+φ′cos⁡θ) and a=Aφ′sin⁡2θ+bcos⁡θ are constant, φ′=(a−bcos⁡θ)/(Asin⁡2θ), ψ′=b/C−(a−bcos⁡θ)cos⁡θ/(Asin⁡2θ), the reduced energy E=12Aθ′2+(a−bcos⁡θ)2/(2Asin⁡2θ)+b2/(2C)+mgdcos⁡θ is constant, and Aθ′′=−U′(θ) with U=(a−bcos⁡θ)2/(2Asin⁡2θ)+b2/(2C)+mgdcos⁡θ Reduction of the heavy symmetric top system: conserved momenta, one-dimensional θ equation and conserved reduced energy.

[L4]

With π of Pi as twice the smallest positive zero of cosine, sin⁡(π/2)=1 and cos⁡(π/2)=0 by Quarter-turn values and shifts by pi/2 and pi. For c=cos⁡(π/3), the addition formulas give 4c3−3c=cos⁡π=−1, hence (c+1)(2c−1)2=0; strict decrease of cosine on [0,π] implies c>−1, so c=1/2. Positivity of sine on (0,π) and sin⁡2+cos⁡2=1 give sin⁡(π/3)=3/2 (The addition formulas for sine and cosine, Signs, monotonicity intervals, and ranges of sine and cosine, Pi is the first positive zero of sine, Parity and the Pythagorean identity for sine and cosine).

[L5]

Matrix multiplication is entrywise-accumulating, so the product of displayed matrices can be read off entrywise, and ∥⋅∥2 is the Euclidean norm Rectangular matrix multiplication and the identity matrix In, including zero-sized shapes, The Euclidean inner product ⟨x,y⟩=∑k<nxkyk on Rn.

Verification

technique · direct
1.1givenL1L4L5algebra

Value of the parametrization: Θ(0,π2,0)=Rz(0)Ry(π2)Rz(0)=Ry(π2)=(001010−100) by [L4] and [L5]; its columns (0,0,−1),(0,1,0),(1,0,0) are orthonormal and its determinant is 1 (expansion along the second row), so the value lies in SO(3), as the parametrization guarantees.

1.2givenL1L2L4L5algebra

Angular-velocity check: take φ(t)=t, θ(t)=π2, ψ(t)=0, so R(t)=Rz(t)Ry(π2). Then R′(t)=Rz′(t)Ry(π2)=Rz(t)[e3]×Ry(π2) by [L1], hence R(t)TR′(t)=Ry(π2)T[e3]×Ry(π2)=[Ry(π2)Te3]×=[−e1]× by the conjugation identity; so ω=−e1. The formula of [L2] with φ′=1, θ′=ψ′=0, cos⁡ψ=1, sin⁡ψ=0 gives (−sin⁡π2,0,cos⁡π2)=(−1,0,0), in agreement.

1.3givenL3L4algebra

Steady precession: put θ(t)≡π3, φ(t)=2t, ψ(t)=12t. Then b=C(ψ′+φ′cos⁡θ)=12+2⋅12=32 and a=Aφ′sin⁡2θ+bcos⁡θ=2⋅34+32⋅12=94 are constants, so the first and third system equations hold identically; and the second equation reads ddt(Aθ′)=0=Aφ′2sin⁡θcos⁡θ−C(ψ′+φ′cos⁡θ)φ′sin⁡θ+mgdsin⁡θ, the right side being 4⋅32⋅12−32⋅2⋅32+32=3−332+32=0; hence this is a heavy-top trajectory.

2.1step 1.3givenL3L5algebra∎

The reduction clauses at this trajectory: φ′=a−bcos⁡θAsin⁡2θ=94−3434=2 and ψ′=bC−(a−bcos⁡θ)cos⁡θAsin⁡2θ=32−32⋅1234=12, recovering the chosen rates; and U′(θ)=φ′sin⁡θ(b−Aφ′cos⁡θ)−mgdsin⁡θ=2⋅32⋅(32−1)−32=0, consistent with the constant θ. The reduced energy evaluates to 12Aθ′2+(a−bcos⁡θ)22Asin⁡2θ+b22C+mgdcos⁡θ=0+9/43/2+9/8+12=32+98+12=258, and directly as 12Aφ′2sin⁡2θ+12C(ψ′+φ′cos⁡θ)2+mgdcos⁡θ=12⋅4⋅34+12⋅94+12=32+98+12=258; both agree, as the reduction theorem requires.

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