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theories:classical_mechanics:lagrangian [2018/04/12 17:06] bogumilvidovic [Concrete] |
theories:classical_mechanics:lagrangian [2018/10/11 14:12] (current) jakobadmin [Abstract] |
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====== Lagrangian Mechanics ====== | ====== Lagrangian Mechanics ====== | ||
+ | //see also [[formalisms:lagrangian_formalism]] // | ||
<tabbox Intuitive> | <tabbox Intuitive> | ||
- | <note tip> | + | In Lagrangian mechanics we derive how a particle will evolve using the idea that ‘total amount that happened’ from |
- | Explanations in this section should contain no formulas, but instead colloquial things like you would hear them during a coffee break or at a cocktail party. | + | one moment to another as a particle traces out a path is minimal. |
- | </note> | + | |
- | + | So formulated differently, the basic idea is that nature is lazy. All we have to do is find the laziest way to realize something and this is exactly how nature will behave. | |
<tabbox Concrete> | <tabbox Concrete> | ||
In Lagrangian mechanics we define a quantity | In Lagrangian mechanics we define a quantity | ||
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\end{equation} | \end{equation} | ||
- | [{{ :theories:trajectories.png?nolink&400|Source: Lectures on Classical Mechanics by [[http://math.ucr.edu/home/baez/classical/texfiles/2005/book/classical.pdf|John C. Baez]]}}] | + | {{ :theories:classical_mechanics:lagrangianpfad.png?nolink&400|}} |
The basic idea is now that nature causes | The basic idea is now that nature causes | ||
particles to follow the trajectories with the //least// amount of action. | particles to follow the trajectories with the //least// amount of action. | ||
- | In the image on the right-hand side this could be the solid line denotes by $q$. Another path is shown as a dashed line and denoted by $q(s)$. The Lagrangian approach assigns to each path a quantity called action as defined above and then tells us that the correct path that an object really follows is the path with minimal action. In our example the path $q$ could have an action of $3$ and the path $q_s$ an action of $5$. Hence, path $q$ is correct and not path $q_s$. | + | In the image on the right-hand side this could be the solid line denotes by $q$. Another path is shown as a dashed line and denoted by $q(s)$. |
+ | |||
+ | The Lagrangian approach assigns to each path a quantity called action as defined above and then tells us that the correct path that an object really follows is the path with minimal action. In our example the path $q$ could have an action of $3$ and the path $q_s$ an action of $5$. Hence, path $q$ is correct and not path $q_s$. | ||
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---- | ---- | ||
- | Using the Lagrangian approach, we can derive [[theories:newtonian_mechanics|Newtonian mechanics]]. Alternatively, we can start with Newtonian mechanics and derive Lagrangian mechanics. | + | Using the Lagrangian approach, we can derive [[theories:classical_mechanics:newtonian|Newtonian mechanics]]. Alternatively, we can start with Newtonian mechanics and derive Lagrangian mechanics. |
-->Derivation of Newton's second law# | -->Derivation of Newton's second law# | ||
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\] | \] | ||
<-- | <-- | ||
+ | |||
+ | ---- | ||
+ | |||
+ | **Examples** | ||
+ | |||
+ | --> Harmonic Oscillator# | ||
+ | |||
+ | The Lagrangian in classical mechanics is given by the kinetic energy $ \cal T$ minus the potential energy $ \cal U$: | ||
+ | |||
+ | $$ \cal L=T-U . $$ | ||
+ | |||
+ | Therefore, a harmonic oscillator in the Lagrangian framework is characterized by the action | ||
+ | |||
+ | $$ S = \int dt \left( \frac{m}{2} \left(\frac{dx}{dt}\right) - \frac{k}{2}x^2 \right) ,$$ | ||
+ | where $L= \frac{m}{2} \left(\frac{dx}{dt}\right) - \frac{k}{2}x^2$ is the //Lagrangian//. | ||
+ | |||
+ | Starting from this action, we can derive the equation of motion by using the [[equations:euler_lagrange_equations|Euler-Lagrange equation]]. | ||
+ | |||
+ | $$ \frac{\partial {\cal L}}{\partial x}-\frac{d}{dt}(\frac{\partial {\cal L}}{\partial dot{x}})= 0 $$ | ||
+ | |||
+ | $$ \Rightarrow m \frac{d^2}{dt^2} x -kx= 0$$ | ||
+ | |||
+ | <-- | ||
+ | |||
+ | --> Pendulum# | ||
+ | |||
+ | The Lagrangian for the pendulum can be written | ||
+ | \[{\cal L=T-U}=\frac{mr^2\dot{\theta}^2}{2}+mgr\cos\theta\] | ||
+ | The equation of motion is | ||
+ | \[\frac{\partial {\cal L}}{\partial \theta}-\frac{d}{dt}(\frac{\partial {\cal L}}{\partial dot{\theta}})= | ||
+ | -mgr\sin\theta-mr^2\frac{d\dot\theta}{dt}=0\] | ||
+ | giving: | ||
+ | \[\ddot{\theta}+\frac{g}{r}\sin\theta=0\] | ||
+ | |||
+ | |||
+ | **Small Amplitude Approximation** | ||
+ | |||
+ | If $\theta <<1$ then $\sin\theta\approx\theta$ | ||
+ | and | ||
+ | \[\frac{d^2\theta}{dt^2}+\frac{g}{r}\theta\] | ||
+ | This solution describes simple harmonic motion | ||
+ | \[\theta=A\cos(\omega t-\phi)\] | ||
+ | where | ||
+ | \[\omega=\sqrt{\frac{g}{r}}\] | ||
+ | and the constants $A$ and $\phi$ are determined from | ||
+ | the initial condition | ||
+ | E.g. if $\theta=0,\;t=0$ then $\phi=\pm \frac{\pi}{2}$. | ||
+ | If $d\theta/dt=0,\;t=0$ then $\phi=0,$ or $\pi$ | ||
+ | (depending on whether the pendulum is moving to the left or | ||
+ | right initially) | ||
+ | The period is | ||
+ | \[\tau=\frac{2\pi}{\omega}=2\pi\sqrt{\frac{r}{g}}\] | ||
+ | |||
+ | |||
+ | **Finite Amplitude** | ||
+ | |||
+ | If the amplitude is not small we have | ||
+ | to solve the nonlinear equation | ||
+ | \[\frac{d^2\theta}{dt^2}+\frac{g}{r}\sin \theta=0\] | ||
+ | (nonlinear because sin $\theta$ is a nonlinear | ||
+ | function of the dependent variable $\theta$.) | ||
+ | |||
+ | <-- | ||
+ | |||
+ | -->The Atwood Machine# | ||
+ | A frictionless pulley with two masses, $m_1$ and $m_2$, hanging from it. | ||
+ | |||
+ | We have | ||
+ | \begin{align*} | ||
+ | K &= \frac{1}{2}(m_1+m_2)(\frac{d}{dt}(\ell-x))^2 = | ||
+ | \frac{1}{2}(m_1+m_2)\dot{x}^2 \\ | ||
+ | V &= -m_1 g x - m_2 g(\ell-x) \\ | ||
+ | \text{so } | ||
+ | L &= K-V = \frac{1}{2}(m_1+m_2)\dot{x}^2 + m_1gx+m_2g(\ell-x) | ||
+ | \end{align*} | ||
+ | The configuration space is $Q=(0,\ell)$, and $x\in(0,\ell)$. Moreover $TQ=(0,\ell)\times\mathbb{R}\ni(x,\dot{x})$. | ||
+ | As usual $L:TQ\rightarrow\mathbb{R}$. Note that solutions of the Euler-Lagrange equations will only be defined for \emph{some} time $t\in\mathbb{R}$, as eventually the solutions reaches the ``edge'' of $Q$. | ||
+ | |||
+ | The momentum is: | ||
+ | \[ | ||
+ | p = \frac{\partial L}{\partial\dot{x}} = (m_1+m_2)\dot{x} | ||
+ | \] | ||
+ | and the force is: | ||
+ | \[ | ||
+ | F = \frac{\partial L}{\partial x} = (m_1-m_2)g | ||
+ | \] | ||
+ | The Euler-Lagrange equations say | ||
+ | \begin{align*} | ||
+ | \dot{p} &= F \\ | ||
+ | (m_1+m_2)\ddot{x} &= (m_1-m_2)g \\ | ||
+ | \ddot{x} &= \frac{m_1-m_2}{m_1+m_2}g | ||
+ | \end{align*} | ||
+ | So this is like a falling object in a downwards gravitational acceleration $a=\left(\frac{m_1-m_2}{m_1+m_2}\right)g$. | ||
+ | |||
+ | |||
+ | We integrate the expression for $\ddot{x}$ twice to obtain the general solution to the motion $x(t)$. Note that $\ddot{x}=0$ when $m_1=m_2$, and $\ddot{x}=g$ if $m_2=0$. | ||
+ | <-- | ||
+ | |||
+ | ---- | ||
+ | |||
+ | **Reading Recommendations** | ||
+ | |||
+ | * The best book on Lagrangian mechanics is The Lazy Universe by Coopersmith | ||
+ | * Many problems with solutions are collected in [[https://archive.org/details/SchaumsTheoryAndProblemsOfTheoreticalMechanics|Schaum's Outline of Theory and Problems of Theoretical Mechanics]] by Murray R Spiegel | ||
<tabbox Abstract> | <tabbox Abstract> | ||
Lagrangian mechanics can be formulated geometrically using [[advanced_tools:fiber_bundles|fibre bundles]]. | Lagrangian mechanics can be formulated geometrically using [[advanced_tools:fiber_bundles|fibre bundles]]. | ||
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---- | ---- | ||
+ | * [[https://core.ac.uk/download/pdf/4887416.pdf|Lectures on Mechanics]] by Marsden | ||
* See page 471 in Road to Reality by R. Penrose, page 167 in Geometric Methods of Mathematical Physics by B. Schutz and http://philsci-archive.pitt.edu/2362/1/Part1ButterfForBub.pdf. | * See page 471 in Road to Reality by R. Penrose, page 167 in Geometric Methods of Mathematical Physics by B. Schutz and http://philsci-archive.pitt.edu/2362/1/Part1ButterfForBub.pdf. | ||