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A cubic-potential chart system: the exact quadratic remainder, the explicit error constants and a checked finite-time bound

Physical scope

A worked instance of the finite-time linearization error bound: the one-dimensional chart system with constant mass m, potential U(q) = k q^2/2 + lambda q^3/6 and field G(q,v) = (v,-(kq+lambda q^2/2)/m), whose translated field has the exact quadratic remainder -(lambda/(2m)) delta q^2, giving the exact constants C = |lambda|/(2m) and L = max(1,(k+|lambda|r/2)/m) on the ball of radius r; a numerical instance with m=k=lambda=1, r=1, delta=10^-2 and T=1 checks the smallness condition delta exp(LT) = 0.04482 < 1 and the bound 2.73 x 10^-3, and the case lambda=0 reduces the field to its linearization with C=0. All quantities are exact-arithmetic evaluations of model formulas; no measurement or empirical claim is present.

Example

Let m>0, k>0 and λ∈R be constants, read with the dimensions μ, μτ−2 and μℓ−1τ−2 (Dimensions and SI unit conventions of the non-relativistic classical mechanics framework), and consider the one-dimensional mechanical chart system of The mechanical first-order field, Lagrangian and energy of a configuration-dependent kinetic metric in a chart with constant metric field M(q)=m and potential

U(q)=12kq2+λ6q3,

For all field, norm and constant formulas below fix s1=1 m, t∗=1 s and e∗=1 J, and use the dimensionless numerical coordinates q=Q/s1, t=tphys/t∗, v=(t∗/s1)Q˙. In these formulas m,k,λ mean the numerical coefficients mphyss12/(e∗t∗2), kphyss12/e∗ and λphyss13/e∗, respectively. Consequently r,δ,T,C,L,∥A∥ are numerical normalized quantities, and max⁡(1,(k+∣λ∣r/2)/m) compares dimensionless numbers. The physical horizon is t∗T, and the numerical error bound b implies ∣Q−Qlin∣≤s1b and ∣Q˙−Q˙lin∣≤(s1/t∗)b.

so that the mechanical field is G(q,v)=(v,−(kq+λ2q2)/m). Then:

  1. q0=0 is a mechanical equilibrium with K:=D2U(0)=k>0; the small-oscillation model of clause (d) of The coupled quadratic oscillator model: mass metric, stiffness, generalized force, modal vocabulary and the small-oscillation model at a mechanical equilibrium is the one-dimensional quadratic model mξ′′+kξ=0 with frequency ω=k/m;
  2. for the translated field F(δq,δv)=(δv,−(k δq+λ2δq2)/m) one has the exact remainder identity F(ζ)−Aζ=(0,−λ2mδq2),A=(01−k/m0),ζ=(δq,δv), so the constants of Finite-time error control for the small-oscillation approximation: the quadratic remainder of the mechanical field and the variation-of-constants bound can be taken as C=∣λ∣2m,L=max⁡(1, k+∣λ∣r/2m) on every ball ∥ζ∥2≤r, and ∥A∥=max⁡(1,k/m);
  3. the numerical instance m=1 kg, k=1 kg/s2, λ=1 kg/(m⋅s2), r=1, δ=10−2, T=1 in the normalized variables (a one-second horizon), for any initial normalized phase datum of norm δ, satisfies δeLT=10−2e3/2≈0.04482<1 and the resulting bound is Cδ2Te(∥A∥+2L)T≈2.73×10−3;
  4. for λ=0 the potential is exactly quadratic, C=0, and the nonlinear model coincides with its linearization: the bound of the theorem degenerates to the identity z=y.

Facts & Assumptions

Given: The parameters m,k>0, λ, the field G and translated field F, the matrix A, and in clause 3 the numerical values m=k=λ=r=1, δ=10−2, T=1.

[F1]

Chart model and linearization (The mechanical first-order field, Lagrangian and energy of a configuration-dependent kinetic metric in a chart, Linearisation of the mechanical system at an equilibrium: M(q_0) xi'' + D²U(q_0) xi = 0, and the small-oscillation quadratic model): ∇U(0)=0 and DG(0,0)(δq,δv)=(δv,−kmδq); the second-order Taylor data at the equilibrium are M=m, K=k, so the small-oscillation model is mξ′′+kξ=0 with ω=k/m (The coupled quadratic oscillator model: mass metric, stiffness, generalized force, modal vocabulary and the small-oscillation model at a mechanical equilibrium clause (d)).

[F2]

Finite-time error bound (Finite-time error control for the small-oscillation approximation: the quadratic remainder of the mechanical field and the variation-of-constants bound): for a C3 metric field and potential with vanishing gradient at q0 and constants C,L,r0 with ∥F(ζ)−Aζ∥2≤C∥ζ∥22 and ∥F(ζ)∥2≤L∥ζ∥2 on ∥ζ∥2≤r0, every datum with δ=∥ζ0∥2>0 and δeLT<r0 has its motion defined on [0,T] with ∥z(t)−y(t)∥2≤Cδ2te(∥A∥+2L)t there.

[F3]

Direct computation (The Euclidean inner product ⟨x,y⟩=∑k<nxkyk on Rn, The operator norm as the least bound and as the unit-sphere or unit-ball supremum, The mean value inequality: if f:[a,b]→Rm is continuous and differentiable on (a,b) with ∥f′∥2≤M, then ∥f(b)−f(a)∥2≤M(b−a)): differentiating U gives U′(q)=kq+λ2q2 and U′′(q)=k+λq; the remainder identity of clause 2 is read off the components of F; the norm of ∥F(ζ)∥2 on the ball is bounded by max⁡(1,(k+∣λ∣r/2)/m)∥ζ∥2 because ∣kδq+λ2δq2∣≤(k+∣λ∣r/2)∣δq∣; and ∥A∥=max⁡(1,k/m) from ATA=diag⁡((k/m)2,1).

Verification

Proof technique: direct; compute the exact remainder of the cubic potential, bound the field on a ball, and evaluate the theorem's hypotheses and conclusion on explicit numbers.

1.1F1algebra

Equilibrium and linearization: U′(0)=0 gives the equilibrium; U′′(0)=k; by [F1] the small-oscillation model is mξ′′+kξ=0 with frequency k/m, and the derivative of G at the origin is the displayed A. This is clause 1.

1.2F1F3algebra

Exact remainder: the translated field is F(ζ)=(δv,−(kδq+λ2δq2)/m) and Aζ=(δv,−kmδq), so subtracting gives F(ζ)−Aζ=(0,−λ2mδq2); its norm is ∣λ∣2m∣δq∣2≤∣λ∣2m∥ζ∥22, so C=∣λ∣/(2m) is exact on every ball; the growth bound with L and the norm of A are [F3]. This is clause 2.

2.1F2step 1.2algebra

Numerical instance: with m=k=λ=r=1 one has C=1/2, L=max⁡(1,3/2)=3/2 and ∥A∥=1; for δ=10−2 and T=1 the smallness condition δeLT=e3/2/100<1=r holds because e3/2<e2<8, so the bound applies and gives Cδ2Te(∥A∥+2L)T=e4/20000; this is clause 3.

2.2F2step 1.2algebra

Linear case: for λ=0 the potential is exactly quadratic and F(ζ)=Aζ for all ζ; hence C=0, the theorem's bound reads ∥z(t)−y(t)∥2≤0, and the nonlinear motion and its linearization coincide on the whole line. This is clause 4.

3.1step 1.1step 1.2step 2.1step 2.2∎

Clauses 1-4 are verified by exact computation from the model formulas; the numbers in clause 3 are arithmetic evaluations of the displayed expressions and are not measured quantities.

Remarks

  • The cubic term is the first genuinely nonlinear term. Its remainder is exactly quadratic in the displacement, which is why the error-bound theorem's hypothesis holds globally here with the exact constant C=∣λ∣/(2m); for a general U the constant comes from compactness and is not explicit, as in Finite-time error control for the small-oscillation approximation: the quadratic remainder of the mechanical field and the variation-of-constants bound.

  • Decimal values of the instance. On the instance of clause 3 the smallness quantity is approximately 0.04482 and the bound is approximately 2.73×10−3; these decimals are evaluations of the exact expressions e3/2/100 and e4/20000 and play no role in the verification.

  • What the bound does not say. The estimate compares the nonlinear motion with the harmonic one only on the stated finite horizon and for the stated small datum. It gives no conclusion about the approximation error beyond that horizon. Likharev Section 5.2 discusses slowly accumulating perturbative effects under its own weak-nonlinearity assumptions, including a cubic force arising from a quartic potential. That discussion does not supply an all-time estimate or a deduction of secular behaviour for every motion of the cubic-potential model here; when λ=0 the equality in clause 4 holds at all times.

Depends on

Dependency tree · 2 levels

Sources