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Monday, October 29, 2018
Hamiltonian mechanics
From Wikipedia, the free encyclopedia
Hamiltonian mechanics is a theory developed as a reformulation of classical mechanics
and predicts the same outcomes as non-Hamiltonian classical mechanics.
It uses a different mathematical formalism, providing a more abstract
understanding of the theory. Historically, it was an important
reformulation of classical mechanics, which later contributed to the
formulation of statistical mechanics and quantum mechanics.
In Hamiltonian mechanics, a classical physical system is described by a set of canonical coordinatesr = (q, p), where each component of the coordinate qi, pi is indexed to the frame of reference of the system.
The time evolution of the system is uniquely defined by Hamilton's equations:
where H = H(q, p, t) is the Hamiltonian, which often corresponds to the total energy of the system. For a closed system, it is the sum of the kinetic and potential energy in the system.
In Newtonian mechanics, the time evolution is obtained by
computing the total force being exerted on each particle of the system,
and from Newton's second law,
the time-evolutions of both position and velocity are computed. In
contrast, in Hamiltonian mechanics, the time evolution is obtained by
computing the Hamiltonian of the system in the generalized coordinates
and inserting it in the Hamilton's equations. This approach is
equivalent to the one used in Lagrangian mechanics. In fact, as is shown below, the Hamiltonian is the Legendre transform of the Lagrangian when holding q and t fixed and defining p
as the dual variable, and thus both approaches give the same equations
for the same generalized momentum. The main motivation to use
Hamiltonian mechanics instead of Lagrangian mechanics comes from the symplectic structure of Hamiltonian systems.
While Hamiltonian mechanics can be used to describe simple systems such as a bouncing ball, a pendulum or an oscillating spring
in which energy changes from kinetic to potential and back again over
time, its strength is shown in more complex dynamic systems, such as
planetary orbits in celestial mechanics. The more degrees of freedom the system has, the more complicated its time evolution is and, in most cases, it becomes chaotic.
Basic physical interpretation
A
simple interpretation of Hamiltonian mechanics comes from its
application on a one-dimensional system consisting of one particle of
mass m. The Hamiltonian represents the total energy of the system, which is the sum of kinetic and potential energy, traditionally denoted T and V, respectively. Here q is the space coordinate and p is the momentum mv. Then
Note that T is a function of p alone, while V is a function of q alone (i.e., T and V are scleronomic).
In this example, the time derivative of the momentum p equals the Newtonian force, and so the first Hamilton equation means that the force equals the negative gradient of potential energy. The time-derivative of q
is the velocity, and so the second Hamilton equation means that the
particle’s velocity equals the derivative of its kinetic energy with
respect to its momentum.
The momenta are calculated by differentiating the Lagrangian with respect to the (generalized) velocities:
The velocities are expressed in terms of the momenta pi by inverting the expressions in the previous step.
The Hamiltonian is calculated using the usual definition of H as the Legendre transformation of L:
Then the velocities are substituted for through the above results.
Deriving Hamilton's equations
Hamilton's equations can be derived by looking at how the total differential of the Lagrangian depends on time, generalized positions qi, and generalized velocities q̇i:
The generalized momenta were defined as
If this is substituted into the total differential of the Lagrangian, one gets
This can be rewritten as
which after rearranging leads to
The term on the left-hand side is just the Hamiltonian that defined before, therefore
It is also possible to calculate the total differential of the Hamiltonian H with respect to time directly, similar to what was carried on with the Lagrangian L above, yielding:
It follows from the previous two independent equations that their right-hand sides are equal with each other. The result is
Since this calculation was done off-shell, one can associate corresponding terms from both sides of this equation to yield:
with the subscripted variables understood to represent all N
variables of that type. Hamiltonian mechanics aims to replace the
generalized velocity variables with generalized momentum variables, also
known as conjugate momenta. By doing so, it is possible to
handle certain systems, such as aspects of quantum mechanics, that would
otherwise be even more complicated.
For each generalized velocity, there is one corresponding conjugate momentum, defined as:
In Cartesian coordinates, the generalized momenta are precisely the physical linear momenta. In circular polar coordinates, the generalized momentum corresponding to the angular velocity is the physical angular momentum.
For an arbitrary choice of generalized coordinates, it may not be
possible to obtain an intuitive interpretation of the conjugate momenta.
One thing which is not too obvious in this coordinate dependent
formulation is that different generalized coordinates are really nothing
more than different coordinate patches on the same symplectic manifold (see Mathematical formalism, below).
If the transformation equations defining the generalized coordinates are independent of t,
and the Lagrangian is a sum of products of functions (in the
generalized coordinates) which are homogeneous of order 0, 1 or 2, then
it can be shown that H is equal to the total energy E = T + V.
Each side in the definition of H produces a differential:
Substituting the previous definition of the conjugate momenta into
this equation and matching coefficients, we obtain the equations of
motion of Hamiltonian mechanics, known as the canonical equations of
Hamilton:
Hamilton's equations consist of 2n first-order differential equations, while Lagrange's equations consist of n
second-order equations. However, Hamilton's equations usually don't
reduce the difficulty of finding explicit solutions. They still offer
some advantages, since important theoretical results can be derived
because coordinates and momenta are independent variables with nearly
symmetric roles.
Hamilton's equations have another advantage over Lagrange's
equations: if a system has a symmetry, such that a coordinate does not
occur in the Hamiltonian, the corresponding momentum is conserved, and
that coordinate can be ignored in the other equations of the set.
Effectively, this reduces the problem from n coordinates to (n − 1)
coordinates. In the Lagrangian framework, of course the result that the
corresponding momentum is conserved still follows immediately, but all
the generalized velocities still occur in the Lagrangian - we still have
to solve a system of equations in n coordinates.
The Lagrangian and Hamiltonian approaches provide the groundwork
for deeper results in the theory of classical mechanics, and for
formulations of quantum mechanics.
Geometry of Hamiltonian systems
A Hamiltonian system may be understood as a fiber bundleE over timeR, with the fibersEt, t ∈ R, being the position space. The Lagrangian is thus a function on the jet bundleJ over E; taking the fiberwise Legendre transform of the Lagrangian produces a function on the dual bundle over time whose fiber at t is the cotangent spaceT∗Et, which comes equipped with a natural symplectic form, and this latter function is the Hamiltonian.
Generalization to quantum mechanics through Poisson bracket
Hamilton's equations above work well for classical mechanics, but not for quantum mechanics,
since the differential equations discussed assume that one can specify
the exact position and momentum of the particle simultaneously at any
point in time. However, the equations can be further generalized to
then be extended to apply to quantum mechanics as well as to classical
mechanics, through the deformation of the Poisson algebra over p and q to the algebra of Moyal brackets.
Specifically, the more general form of the Hamilton's equation reads
The Hamiltonian vector field (a special type of symplectic vector field) induces a Hamiltonian flow
on the manifold. This is a one-parameter family of transformations of
the manifold (the parameter of the curves is commonly called the time); in other words an isotopy of symplectomorphisms, starting with the identity. By Liouville's theorem, each symplectomorphism preserves the volume form on the phase space. The collection of symplectomorphisms induced by the Hamiltonian flow is commonly called the Hamiltonian mechanics of the Hamiltonian system.
The symplectic structure induces a Poisson bracket. The Poisson bracket gives the space of functions on the manifold the structure of a Lie algebra.
Given a function f
If we have a probability distribution, ρ, then (since the phase space velocity (ṗi, q̇i) has zero divergence, and probability is conserved) its convective derivative can be shown to be zero and so
A Hamiltonian may have multiple conserved quantities Gi. If the symplectic manifold has dimension 2n and there are n functionally independent conserved quantities Gi which are in involution (i.e., {Gi, Gj} = 0), then the Hamiltonian is Liouville integrable. The Liouville-Arnold theorem
says that locally, any Liouville integrable Hamiltonian can be
transformed via a symplectomorphism into a new Hamiltonian with the
conserved quantities Gi as coordinates; the new coordinates are called action-angle coordinates. The transformed Hamiltonian depends only on the Gi, and hence the equations of motion have the simple form
for some function F (Arnol'd et al., 1988). There is an entire field focusing on small deviations from integrable systems governed by the KAM theorem.
The integrability of Hamiltonian vector fields is an open question. In general, Hamiltonian systems are chaotic; concepts of measure, completeness, integrability and stability are poorly defined.
Riemannian manifolds
An important special case consists of those Hamiltonians that are quadratic forms, that is, Hamiltonians that can be written as
If one considers a Riemannian manifold or a pseudo-Riemannian manifold, the Riemannian metric induces a linear isomorphism between the tangent and cotangent bundles. Using this isomorphism, one can define a cometric. (In coordinates,
the matrix defining the cometric is the inverse of the matrix defining
the metric.) The solutions to the Hamilton–Jacobi equations for this Hamiltonian are then the same as the geodesics on the manifold. In particular, the Hamiltonian flow in this case is the same thing as the geodesic flow. The existence of such solutions, and the completeness of the set of solutions, are discussed in detail in the article on geodesics.
Sub-Riemannian manifolds
When
the cometric is degenerate, then it is not invertible. In this case,
one does not have a Riemannian manifold, as one does not have a metric.
However, the Hamiltonian still exists. In the case where the cometric
is degenerate at every point q of the configuration space manifold Q, so that the rank of the cometric is less than the dimension of the manifold Q, one has a sub-Riemannian manifold.
The Hamiltonian in this case is known as a sub-Riemannian Hamiltonian. Every such Hamiltonian uniquely determines the cometric, and vice versa. This implies that every sub-Riemannian manifold
is uniquely determined by its sub-Riemannian Hamiltonian, and that the
converse is true: every sub-Riemannian manifold has a unique
sub-Riemannian Hamiltonian. The existence of sub-Riemannian geodesics is
given by the Chow–Rashevskii theorem.
The continuous, real-valued Heisenberg group provides a simple example of a sub-Riemannian manifold. For the Heisenberg group, the Hamiltonian is given by
A good illustration of Hamiltonian mechanics is given by the Hamiltonian of a charged particle in an electromagnetic field. In Cartesian coordinates (i.e. qi = xi), the Lagrangian of a non-relativistic classical particle in an electromagnetic field is (in SI Units):
Rearranging, the velocities are expressed in terms of the momenta:
If we substitute the definition of the momenta, and the definitions
of the velocities in terms of the momenta, into the definition of the
Hamiltonian given above, and then simplify and rearrange, we get: