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Lagrangian

2014-9-13 22:24| view publisher: amanda| views: 1003| wiki(57883.com) 0 : 0

description: In classical mechanics, the natural form of the Lagrangian is defined as the kinetic energy, T, of the system minus its potential energy, V. In symbols,L = T - V.If the Lagrangian of a system is known ...
In classical mechanics, the natural form of the Lagrangian is defined as the kinetic energy, T, of the system minus its potential energy, V.[2] In symbols,
L = T - V.
If the Lagrangian of a system is known, then the equations of motion of the system may be obtained by a direct substitution of the expression for the Lagrangian into the Euler–Lagrange equation. The Lagrangian of a given system is not unique, and two Lagrangians describing the same system can differ by the total derivative with respect to time of some function f(q,t), but solving any equivalent Lagrangians will give the same equations of motion.[3][4]
The Lagrangian formulation
Simple example
The trajectory of a thrown ball is characterized by the sum of the Lagrangian values at each time being a (local) minimum.
The Lagrangian L can be calculated at several instants of time t, and a graph of L against t can be drawn. The area under the curve is the action. Any different path between the initial and final positions leads to a larger action than that chosen by nature. Nature chooses the smallest action – this is the Principle of Least Action.
If Nature has defined the mechanics problem of the thrown ball in so elegant a fashion, might She have defined other problems similarly. So it seems now. Indeed, at the present time it appears that we can describe all the fundamental forces in terms of a Lagrangian. The search for Nature's One Equation, which rules all of the universe, has been largely a search for an adequate Lagrangian.
—Robert Adair, The Great Design: Particles, Fields, and Creation[5]
Using only the principle of least action and the Lagrangian we can deduce the correct trajectory, by trial and error or the calculus of variations.
Importance
The Lagrangian formulation of mechanics is important not just for its broad applications, but also for its role in advancing deep understanding of physics. Although Lagrange only sought to describe classical mechanics, the action principle that is used to derive the Lagrange equation was later recognized to be applicable to quantum mechanics as well.
Physical action and quantum-mechanical phase are related via Planck's constant, and the principle of stationary action can be understood in terms of constructive interference of wave functions.
The same principle, and the Lagrangian formalism, are tied closely to Noether's theorem, which connects physical conserved quantities to continuous symmetries of a physical system.
Lagrangian mechanics and Noether's theorem together yield a natural formalism for first quantization by including commutators between certain terms of the Lagrangian equations of motion for a physical system.
Advantages over other methods
The formulation is not tied to any one coordinate system – rather, any convenient variables may be used to describe the system; these variables are called "generalized coordinates" qi and may be any quantitative attributes of the system (for example, strength of the magnetic field at a particular location; angle of a pulley; position of a particle in space; or degree of excitation of a particular eigenmode in a complex system) which are functions of the independent variable(s). This trait makes it easy to incorporate constraints into a theory by defining coordinates that only describe states of the system that satisfy the constraints.
If the Lagrangian is invariant under a symmetry, then the resulting equations of motion are also invariant under that symmetry. This characteristic is very helpful in showing that theories are consistent with either special relativity or general relativity.
Cyclic coordinates and conservation laws
An important property of the Lagrangian is that conservation laws can easily be read off from it. For example, if the Lagrangian \scriptstyle L does not depend on \scriptstyle q_i itself, then the generalized momentum (\scriptstyle p_i), given by:
p_i =\frac{\partial L}{\partial\dot q_i},
is a conserved quantity, because of Lagrange's equations:
\dot{p}_i =\frac{\partial L}{\partial q_i}=0.
It doesn't matter if \scriptstyle L depends on the time derivative \scriptstyle \dot q_i of that generalized coordinate, since the Lagrangian independence of the coordinate always makes the above partial derivative zero. This is a special case of Noether's theorem. Such coordinates are called "cyclic" or "ignorable".
For example, the conservation of the generalized momentum,
p_2 =\frac{\partial L}{\partial\dot q_2},
say, can be directly seen if the Lagrangian of the system is of the form
L(q_1,q_3,q_4, \dots; \dot q_1,\dot q_2,\dot q_3,\dot q_4, \dots;t)\,.
Also, if the time t, does not appear in L, then the Hamiltonian (which is related to the lagrangian by a Legendre transformation) is conserved. This is the energy conservation unless the potential energy depends on velocity, as in electrodynamics.[6][7]
Explanation
The Lagrangian in many classical systems is a function of generalized coordinates qi and their velocities dqi/dt. These coordinates (and velocities) are, in their turn, parametric functions of time. In the classical view, time is an independent variable and qi (and dqi/dt) are dependent variables as is often seen in phase space explanations of systems. This formalism was generalized further to handle field theory. In field theory, the independent variable is replaced by an event in spacetime (x, y, z, t), or more generally still by a point s on a manifold. The dependent variables (q) are replaced by the value of a field at that point in spacetime φ(x,y,z,t) so that the equations of motion are obtained by means of an action principle, written as:
\frac{\delta \mathcal{S}}{\delta \varphi_i} = 0,\,
where the action, \scriptstyle\mathcal{S}, is a functional of the dependent variables φi(s) with their derivatives and s itself
\mathcal{S}\left[\varphi_i\right] = \int{ \mathcal{L} \left(\varphi_i (s), \frac{\partial \varphi_i (s)}{\partial s^\alpha}, s^\alpha\right) \, \mathrm{d}^n s }
and where s = { sα} denotes the set of n independent variables of the system, indexed by α = 1, 2, 3,..., n. Notice L is used in the case of one independent variable (t) and \scriptstyle\mathcal{L} \, is used in the case of multiple independent variables (usually four: x, y, z, t).
The equations of motion obtained from this functional derivative are the Euler–Lagrange equations of this action. For example, in the classical mechanics of particles, the only independent variable is time, t. So the Euler–Lagrange equations are
\frac{\mathrm{d}}{\mathrm{d} t} \frac{\partial L}{\partial\dot \varphi_i} = \frac{\partial L}{\partial\varphi_i} \,.
Dynamical systems whose equations of motion are obtainable by means of an action principle on a suitably chosen Lagrangian are known as Lagrangian dynamical systems. Examples of Lagrangian dynamical systems range from the classical version of the Standard Model, to Newton's equations, to purely mathematical problems such as geodesic equations and Plateau's problem.
An example from classical mechanics
In Cartesian coordinates
Suppose we have a three-dimensional space in which a particle of mass m moves under the influence of a conservative force \mathbf{F}. Since the force is conservative, it corresponds to a potential energy function V(\mathbf{x}) given by \mathbf{F} = -\nabla V(\mathbf{x}). The Lagrangian of the particle can be written
L(\mathbf{x}, \dot{\mathbf{x}}) = \frac{1}{2} m \dot{\mathbf{x}}^2 - V(\mathbf{x}).
The equations of motion for the particle are found by applying the Euler–Lagrange equation
\frac{\mathrm{d}}{\mathrm{d}t} \left( \frac{\partial L}{\partial \dot{x}_i} \right) - \frac{\partial L}{\partial x_i} = 0,
where i = 1, 2, 3.
Then
\frac{\partial L}{\partial x_i} = - \frac{\partial V}{\partial x_i},
\frac{\partial L}{\partial \dot{x}_i} = \frac{\partial ~}{\partial \dot{x}_i} \left( \frac{1}{2} m \dot{\mathbf{x}}^2  \right) = \frac{1}{2} m \frac{\partial ~}{\partial \dot{x}_i} \left( \dot{x}_i^2 \right) = m \dot{x}_i,
and
\frac{\mathrm{d}}{\mathrm{d}t} \left( \frac{\partial L}{\partial \dot{x}_i} \right) = m \ddot{x}_i.
Thus
m\ddot{\mathbf{x}}+\nabla V=0,
which is Newton's second law of motion for a particle subject to a conservative force. Here the time derivative is written conventionally as a dot above the quantity being differentiated, and ∇ is the del operator.
In spherical coordinates
Suppose we have a three-dimensional space using spherical coordinates (r, θ, φ) with the Lagrangian
L = \frac{m}{2}(\dot{r}^2+r^2\dot{\theta}^2 +r^2\sin^2\theta \, \dot{\varphi}^2)-V(r).
Then the Euler–Lagrange equations are:
m\ddot{r}-mr(\dot{\theta}^2+\sin^2\theta \, \dot{\varphi}^2)+V' =0,
\frac{\mathrm{d}}{\mathrm{d}t}(mr^2\dot{\theta}) -mr^2\sin\theta\cos\theta \, \dot{\varphi}^2=0,
\frac{\mathrm{d}}{\mathrm{d}t}(mr^2\sin^2\theta \, \dot{\varphi})=0.
Here the set of parameters si is just the time t, and the dynamical variables ϕi(s) are the trajectories \scriptstyle\vec x(t) of the particle.
Despite the use of standard variables such as x, the Lagrangian allows the use of any coordinates, which do not need to be orthogonal. These are "generalized coordinates".
Lagrangian of a test particle
A test particle is a particle whose mass and charge are assumed to be so small that its effect on external system is insignificant. It is often a hypothetical simplified point particle with no properties other than mass and charge. Real particles like electrons and up quarks are more complex and have additional terms in their Lagrangians.
Classical test particle with Newtonian gravity
Suppose we are given a particle with mass m kilograms, and position \mathbf{x} meters in a Newtonian gravitation field with potential Φ in J·kg−1. The particle's world line is parameterized by time t seconds. The particle's kinetic energy is:
 T(t) = {\tfrac{1}{2}} m \left|\dot{\mathbf{x}}(t)\right|^2
and the particle's gravitational potential energy is:
 V(t) = m \Phi (\mathbf{x}(t),t) .
Then its Lagrangian is L joules, where
 L(t) = T(t) - V(t) = {\tfrac{1}{2}} m\left|\dot{\mathbf{x}}(t)\right|^2  -m \Phi (\mathbf{x}(t),t)  .
Varying \mathbf{x} in the integral (equivalent to the Euler–Lagrange differential equation), we get
0 = \delta\int{L(t) \, \mathrm{d}t} = \int{\delta L(t) \, \mathrm{d}t}
= \int{(m \dot{\mathbf{x}}(t) \cdot \dot{\delta\mathbf{x}}(t) - m \nabla \Phi (\mathbf{x} (t),t) \cdot \delta \mathbf{x}(t)) \, \mathrm{d}t}.
Integrate the first term by parts and discard the total integral. Then divide out the variation to get
0 = - m \ddot{\mathbf{x}}(t) - m \nabla \Phi (\mathbf{x} (t),t)
and thus
m \ddot{\mathbf{x}}(t) = - m \nabla \Phi (\mathbf{x}(t),t)
 
 
 
 
(1)
is the equation of motion – two different expressions for the force.
Special relativistic test particle with electromagnetism
In special relativity, the energy (rest energy plus kinetic energy) of a free test particle is
m c^2 \frac{dt}{d \tau} = \frac{m c^2}{\sqrt {1 - \frac{v^2 (t)}{c^2}}} = +m c^2 + {1 \over 2} m v^2 (t) + {3 \over 8} m \frac{v^4(t)}{c^2} + \dots \,.
However, the term in the Lagrangian that gives rise to the derivative of the momentum is no longer the kinetic energy. It must be changed to
- m c^2 \frac{d \tau(t)}{d t} = - m c^2 \sqrt {1 - \frac{v^2 (t)}{c^2}} = -m c^2 + {1 \over 2} m v^2 (t) + {1 \over 8} m \frac{v^4 (t)}{c^2} + \dots
where c is the vacuum speed of light in m·s−1, τ is the proper time in seconds (i.e. time measured by a clock moving with the particle) and \scriptstyle v^2 (t) = \dot{\mathbf{x}}(t) \cdot \dot{\mathbf{x}}(t). The second term in the series is just the classical kinetic energy. Suppose the particle has electrical charge q coulombs and is in an electromagnetic field with scalar potential ϕ volts (a volt is a joule per coulomb) and vector potential \scriptstyle\mathbf{A} V·s·m−1. The Lagrangian of a special relativistic test particle in an electromagnetic field is:
 L(t) = - m c^2 \sqrt {1 - \frac{v^2 (t)}{c^2}} - q \phi (\mathbf{x}(t),t) + q \dot{\mathbf{x}}(t) \cdot \mathbf{A} (\mathbf{x}(t),t).
Varying this with respect to \mathbf{x}, we get
0 = - \frac{d}{d t}\left(\frac{m \dot{\mathbf{x}}(t)} {\sqrt {1 - \frac{v^2 (t)}{c^2}}}\right) - q \nabla\phi (\mathbf{x}(t),t) - q \dot{\mathbf{A}} (\mathbf{x}(t),t)
- q \dot{\mathbf{x}}(t) \cdot \nabla\mathbf{A} (\mathbf{x}(t),t)
+ q \nabla{\mathbf{A}} (\mathbf{x}(t),t) \cdot \dot{\mathbf{x}}(t)
which is
\frac{d}{d t}\left(\frac{m \dot{\mathbf{x}}(t)} {\sqrt {1 - \frac{v^2 (t)}{c^2}}}\right) = q \mathbf{E}(\mathbf{x}(t),t) + q \dot{\mathbf{x}}(t) \times \mathbf{B} (\mathbf{x}(t),t)
which is the equation for the Lorentz force, where:
\mathbf{E}(\mathbf{x},t) = - \nabla\phi (\mathbf{x},t) - \dot{\mathbf{A}} (\mathbf{x},t)
\mathbf{B}(\mathbf{x},t) = \nabla \times \mathbf{A} (\mathbf{x},t)
are the fields and potentials.
General relativistic test particle
In general relativity, the first term generalizes (includes) both the classical kinetic energy and the interaction with the gravitational field. It becomes:
- m c^2 \frac{d \tau(t)}{d t} = - m c \sqrt {- g_{\mu\nu}(x(t)) \frac{d x^{\mu}(t)}{d t} \frac{d x^{\nu}(t)}{d t}}.
The Lagrangian of a general relativistic test particle in an electromagnetic field is:
 L(t) = - m c \sqrt {- g_{\mu\nu}(x(t)) \frac{d x^{\mu}(t)}{d t} \frac{d x^{\nu}(t)}{d t}} + q \frac{d x^{\mu}(t)}{d t} A_{\mu}(x(t)).
If the four spacetime coordinates xµ are given in arbitrary units (i.e. unitless), then gµν in m2 is the rank 2 symmetric metric tensor which is also the gravitational potential. Also, Aµ in V·s is the electromagnetic 4-vector potential. Notice that a factor of c has been absorbed into the square root because it is the equivalent of
c\, \sqrt {1 - \frac{v^2 (t)}{c^2}} =  \sqrt {- ( - c^2 + v^2 (t))} .
This notion has been directly generalized from special relativity.
Lagrangians and Lagrangian densities in field theory
The time integral of the Lagrangian is called the action denoted by S. In field theory, a distinction is occasionally made between the Lagrangian L, of which the action is the time integral:
\mathcal{S} = \int{L \, \mathrm{d}t}
and the Lagrangian density \scriptstyle\mathcal{L}, which one integrates over all spacetime to get the action:
\mathcal{S} [\varphi_i] = \int{\mathcal{L} (\varphi_i (x))\, \mathrm{d}^4x}.
General form of Lagrangian density: \mathcal{L}=\mathcal{L}(\varphi_i,\varphi_{i,\mu})[8] where \varphi_{i,\mu}\equiv\frac{\partial\varphi_i}{\partial x^\mu}\equiv\partial_\mu\varphi_i (see 4-gradient)
The relationship between \mathcal{L} and L: L = \int{ \mathcal{L} \, d^{n-1}x}, where n is the space-time dimension [8] similar to q = \int \rho \, dV.
In field theory, the independent variable t was replaced by an event in spacetime (x, y, z, t) or still more generally by a point s on a manifold.
The Lagrangian is then the spatial integral of the Lagrangian density. However, \scriptstyle \mathcal{L} is also frequently simply called the Lagrangian, especially in modern use; it is far more useful in relativistic theories since it is a locally defined, Lorentz scalar field. Both definitions of the Lagrangian can be seen as special cases of the general form, depending on whether the spatial variable \scriptstyle\mathbf{x} is incorporated into the index i or the parameters s in φi(s). Quantum field theories in particle physics, such as quantum electrodynamics, are usually described in terms of \scriptstyle\mathcal{L}, and the terms in this form of the Lagrangian translate quickly to the rules used in evaluating Feynman diagrams.
Notice that, in the presence of gravity or when using general curvilinear coordinates, the Lagrangian density \mathcal{L} will include a factor of  \sqrt{\vert g\vert}  or its equivalent to ensure that it is a scalar density so that the integral will be invariant.
Selected fields
To go with the section on test particles above, here are the equations for the fields in which they move. The equations below pertain to the fields in which the test particles described above move and allow the calculation of those fields. The equations below will not give you the equations of motion of a test particle in the field but will instead give you the potential (field) induced by quantities such as mass or charge density at any point \scriptstyle(\mathbf{x},t). For example, in the case of Newtonian gravity, the Lagrangian density integrated over spacetime gives you an equation which, if solved, would yield \scriptstyle\Phi (\mathbf{x},t). This \scriptstyle\Phi (\mathbf{x},t), when substituted back in equation (1), the Lagrangian equation for the test particle in a Newtonian gravitational field, provides the information needed to calculate the acceleration of the particle.
Newtonian gravity
The Lagrangian (density) is \scriptstyle\mathcal{L} in J·m−3. The interaction term mΦ is replaced by a term involving a continuous mass density ρ in kg·m−3. This is necessary because using a point source for a field would result in mathematical difficulties. The resulting Lagrangian for the classical gravitational field is:
\mathcal{L}(\mathbf{x},t)= - \rho (\mathbf{x},t) \Phi (\mathbf{x},t) - {1 \over 8 \pi G} (\nabla \Phi (\mathbf{x},t))^2
where G in m3·kg−1·s−2 is the gravitational constant. Variation of the integral with respect to Φ gives:
0 = - \rho (\mathbf{x},t) \delta\Phi (\mathbf{x},t) - {2 \over 8 \pi G} (\nabla \Phi (\mathbf{x},t)) \cdot (\nabla \delta\Phi (\mathbf{x},t)) .
Integrate by parts and discard the total integral. Then divide out by δΦ to get:
0 = - \rho (\mathbf{x},t) + {1 \over 4 \pi G} \nabla \cdot \nabla \Phi (\mathbf{x},t)
and thus
4 \pi G \rho (\mathbf{x},t) = \nabla^2 \Phi (\mathbf{x},t)
which yields Gauss's law for gravity.
Einstein Gravity
Main article: Einstein–Hilbert action
The Lagrange density for general relativity in the presence of matter fields is
\mathcal{L}_\text{GR}=\mathcal{L}_\text{EH}+\mathcal{L}_\text{matter}=\frac{c^4}{16\pi G}\left(R-2\Lambda\right)+\mathcal{L}_\text{matter}
 \scriptstyle R is the curvature scalar, which is the Ricci tensor contracted with the metric tensor, which is in turn the Riemann tensor contracted with a Kronecker delta. The integral of  \mathcal{L}_\text{EH} is known as the Einstein-Hilbert action. The Riemann tensor is the tidal force tensor, and is constructed out of Christoffel symbols and derivatives of Christoffel symbols, which are the gravitational force field. Plugging this Lagrangian into the Euler-Lagrange equation and taking the metric  g_{\mu\nu} as the field, we obtain the Einstein field equations

The Lagrangian, L, of a dynamical system is a mathematical function that summarizes the dynamics of the system. For a simple mechanical system, it is the value given by the kinetic energy of the particle minus the potential energy of the particle but it may be generalized to more complex systems. It is used primarily as a key component in the Euler-Lagrange equations to find the path of a particle according to the principle of least action.
The Lagrangian is named after Italian-French mathematician and astronomer Joseph Louis Lagrange. The concept of a Lagrangian was introduced in a reformulation of classical mechanics introduced by Lagrange known as Lagrangian mechanics in 1788. This reformulation was needed in order to explore mechanics in alternative systems to Cartesian coordinates such as Polar, Cylindrical and Spherical coordinates for which Newtonian mechanics was not suitable.[1]
The Lagrangian has since been used in a method to find the acceleration of a particle in a Newtonian gravitational field and to derive the Einstein field equations. This led to its use in applying electromagnetism to curved spacetime and in describing charged black holes. It also has additional uses in Mathematical formalism to find the functional derivative of an action, and in engineering for the analysis and optimisation of dynamic systems.
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