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=== Coupled oscillators === Consider two equal bodies (not affected by gravity), each of [[mass]] {{mvar|m}}, attached to three springs, each with [[spring constant]] {{mvar|k}}. They are attached in the following manner, forming a system that is physically symmetric: [[File:Coupled Harmonic Oscillator.svg|300px|center]] where the edge points are fixed and cannot move. Let {{math|''x''{{sub|1}}(''t'')}} denote the horizontal [[displacement (distance)|displacement]] of the left mass, and {{math|''x''{{sub|2}}(''t'')}} denote the displacement of the right mass. Denoting acceleration (the second [[derivative]] of {{math|''x''(''t'')}} with respect to time) as {{nowrap|<math display=inline>\ddot x</math>,}} the [[equations of motion]] are: <math display="block">\begin{align} m \ddot x_1 &= - k x_1 + k (x_2 - x_1) = - 2 k x_1 + k x_2 \\ m \ddot x_2 &= - k x_2 + k (x_1 - x_2) = - 2 k x_2 + k x_1 \end{align}</math> Since we expect oscillatory motion of a normal mode (where {{mvar|Ο}} is the same for both masses), we try: <math display="block">\begin{align} x_1(t) &= A_1 e^{i \omega t} \\ x_2(t) &= A_2 e^{i \omega t} \end{align}</math> Substituting these into the equations of motion gives us: <math display="block">\begin{align} -\omega^2 m A_1 e^{i \omega t} &= - 2 k A_1 e^{i \omega t} + k A_2 e^{i \omega t} \\ -\omega^2 m A_2 e^{i \omega t} &= k A_1 e^{i \omega t} - 2 k A_2 e^{i \omega t} \end{align}</math> Omitting the exponential factor (because it is common to all terms) and simplifying yields: <math display="block">\begin{align} (\omega^2 m - 2 k) A_1 + k A_2 &= 0 \\ k A_1 + (\omega^2 m - 2 k) A_2 &= 0 \end{align}</math> And in [[matrix (mathematics)|matrix]] representation: <math display="block">\begin{bmatrix} \omega^2 m - 2 k & k \\ k & \omega^2 m - 2 k \end{bmatrix} \begin{pmatrix} A_1 \\ A_2 \end{pmatrix} = 0 </math> If the matrix on the left is invertible, the unique solution is the trivial solution {{math|1=(''A''{{sub|1}}, ''A''{{sub|2}}) = (''x''{{sub|1}}, ''x''{{sub|2}}) = (0, 0)}}. The non trivial solutions are to be found for those values of {{mvar|Ο}} whereby the matrix on the left is [[singular matrix|singular]]; i.e. is not invertible. It follows that the [[determinant]] of the matrix must be equal to 0, so: <math display="block"> (\omega^2 m - 2 k)^2 - k^2 = 0 </math> Solving for {{mvar|Ο}}, the two positive solutions are: <math display="block">\begin{align} \omega_1 &= \sqrt{\frac{k}{m}} \\ \omega_2 &= \sqrt{\frac{3 k}{m}} \end{align}</math> Substituting {{math|''Ο''{{sub|1}}}} into the matrix and solving for {{math|(''A''{{sub|1}}, ''A''{{sub|2}})}}, yields {{math|(1, 1)}}. Substituting {{math|''Ο''{{sub|2}}}} results in {{math|(1, β1)}}. (These vectors are [[eigenvector]]s, and the frequencies are [[eigenvalue]]s.) The first normal mode is: <math display="block">\vec \eta_1 = \begin{pmatrix} x^1_1(t) \\ x^1_2(t) \end{pmatrix} = c_1 \begin{pmatrix}1 \\ 1\end{pmatrix} \cos{(\omega_1 t + \varphi_1)} </math> Which corresponds to both masses moving in the same direction at the same time. This mode is called antisymmetric. The second normal mode is: <math display="block">\vec \eta_2 = \begin{pmatrix} x^2_1(t) \\ x^2_2(t) \end{pmatrix} = c_2 \begin{pmatrix} 1 \\ -1 \end{pmatrix} \cos{(\omega_2 t + \varphi_2)} </math> This corresponds to the masses moving in the opposite directions, while the center of mass remains stationary. This mode is called symmetric. The general solution is a [[Superposition principle|superposition]] of the '''normal modes''' where {{math|''c''{{sub|1}}}}, {{math|''c''{{sub|2}}}}, {{math|''Ο''{{sub|1}}}}, and {{math|''Ο''{{sub|2}}}} are determined by the [[initial condition]]s of the problem. The process demonstrated here can be generalized and formulated using the formalism of [[Lagrangian mechanics]] or [[Hamiltonian mechanics]].
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