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see also Hamiltonian Formalism and Hamilton's Equations
Lagrangian mechanics can be formulated geometrically using fibre bundles.
The Hamiltonian function is defined on the cotangent bundle T⋆(C), which is called phase space.
In contrast, the Lagrangian function is defined on the tangent bundle T(C) of the configuration space C.
The map from T⋆(C)↔T(C) is called Legendre transformation.
The phase space is endowed with a symplectic structure, called Poisson Bracket. The Poisson Bracket is an operation that eats two scalar fields Φ, Ψ on the manifold and spits out another scalar field θ:
θ={Φ,Ψ}=∂Φ∂pa∂Ψ∂qa−∂Φ∂qa∂Ψ∂pa.
If we leave the Ψ slot blank, we can use the Poisson bracket to define a differential operator {Φ, }. This is a vector field and when in acts on Ψ, we get {Φ,Ψ}. If we use instead of Φ, the Hamiltonian H, we get an differential operator {H, } that 'points along' the trajectories on in phase space T⋆(C) and describes exactly the evolution that we get from Hamilton's equations.
In this sense, the dynamical evolution of a given system is completely described by the Hamiltonian (= a scalar function).
a ‘Hamiltonian’ H:T∗Q→R or a ‘Lagrangian’ L:TQ→R
Instead, we started with Hamilton’s principal function S:Q→R where Q is not the usual configuration space describing possible positions for a particle, but the ‘extended’ configuration space, which also includes time. Only this way do Hamilton’s equations, like the Maxwell relations, become a trivial consequence of the fact that partial derivatives commute.
https://johncarlosbaez.wordpress.com/2012/01/23/classical-mechanics-versus-thermodynamics-part-2/