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Two coupled equal masses: mode frequencies sqrt(k/m) and sqrt((k+2c)/m), and the free zero mode when k=0
Example
Let , and , and consider the constant-coefficient system on with
Then is symmetric and non-negative, has eigenvalues with eigenvector and with eigenvector , and the general solution is the sum of the modal solutions of Decoupling of the constant-coefficient quadratic system into normal modes, with the zero-mode and energy identities:
- if the first mode oscillates with angular frequency , while if it is the free affine mode along ;
- the second mode oscillates with angular frequency whenever , and if it is also a free affine mode along .
In particular a zero eigenvalue is not an oscillator but a free mode.
Facts & Assumptions
Given: The numbers , , , the matrices and displayed above, and the vectors , .
The quadratic-mode theorem applies to symmetric positive definite and symmetric non-negative, produces the eigenvalues and modes of , and gives the general solution and the modal energies (Decoupling of the constant-coefficient quadratic system into normal modes, with the zero-mode and energy identities).
Verification
, and Since are orthonormal, is orthogonal and diagonalises with the displayed eigenvalues; the eigenvalues are non-negative, exactly when , and exactly when .
By [L1] the general solution is , where each modal coordinate is given by the theorem according to the sign of its eigenvalue: if then with , and if then ; if then with , and if then . The modal energies are constant. The verification of the scalar solution formulas is the one given by the theorem via The derivatives of sine and cosine are cosine and minus sine.
The zero-mode branch : then and the first modal solution is the affine motion along by [L1], which is unbounded unless ; the second eigenvalue is , with when , so the second mode oscillates with frequency unless also , in which case both modes are affine. Thus when the only free direction is , while when both independent directions are free; in either case a zero mode is not an oscillator.
Remarks
- The example is the two-body spring model rewritten in normal coordinates. The potential has Hessian , so this is also the linearisation of the mechanical system at the equilibrium by Linearisation of the mechanical system at an equilibrium: M(q_0) xi'' + D²U(q_0) xi = 0, and the small-oscillation quadratic model; the example verifies the modal computation on explicit matrices and claims nothing about the nonlinear system.
Depends on
Decoupling of the constant-coefficient quadratic system into normal modes, with the zero-mode and energy identities
Positive definite symmetric matrices have positive definite square roots, and the congruence M^{-1/2} K M^{-1/2} preserves symmetry and positivity
Real spectral theorem: a self-adjoint endomorphism of a finite-dimensional real inner product space has an orthonormal eigenbasis
Rectangular matrix multiplication and the identity matrix , including zero-sized shapes
The derivatives of sine and cosine are cosine and minus sine
The Euclidean inner product on
Dependency tree · 2 levels
Sources
- G. Teschl, Ordinary Differential Equations and Dynamical Systems (AMS Graduate Studies in Mathematics 140, online edition), Section 8.4, formulas (8.77)-(8.81): the spring-chain harmonic example and its modes
- D. Tong, Classical Dynamics (Cambridge lecture notes, January 2015 version), Section 2.6 (normal modes of coupled oscillators), printed pages 40-45