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14.1 Hamiltonian systems and symplectic structures

3 min readaugust 7, 2024

Hamiltonian systems and symplectic structures are powerful tools for studying . They use generalized coordinates and momenta to describe a system's evolution through , offering insights into conservation laws and system behavior.

This approach provides a geometric framework for understanding dynamical systems. By exploring concepts like canonical transformations, Poisson brackets, and , we gain a deeper understanding of the underlying mathematical structure of classical mechanics.

Hamiltonian Mechanics and Phase Space

Formulation and Characteristics of Hamiltonian Mechanics

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  • Hamiltonian mechanics reformulates classical mechanics using generalized coordinates and momenta (qiq_i and pip_i) instead of Cartesian coordinates and velocities
  • Describes the evolution of a system through a function called the Hamiltonian (H(q,p,t)H(q,p,t)), which represents the total energy of the system
  • Hamiltonian equations of motion:
    • dqidt=Hpi\frac{dq_i}{dt} = \frac{\partial H}{\partial p_i}
    • dpidt=Hqi\frac{dp_i}{dt} = -\frac{\partial H}{\partial q_i}
  • Advantages of Hamiltonian mechanics include symmetry, conservation laws, and ease of handling constraints

Phase Space and Its Properties

  • Phase space is a 2n-dimensional space where each point represents a unique state of a system with n degrees of freedom
    • Generalized coordinates (qiq_i) and momenta (pip_i) form the axes of phase space
  • Trajectories in phase space represent the evolution of a system over time (harmonic oscillator)
  • Volume in phase space is conserved due to Liouville's theorem, which states that the phase space density remains constant along the system's trajectories (incompressible flow)

Canonical Transformations and Poisson Brackets

  • Canonical transformations are coordinate transformations that preserve the form of Hamilton's equations
    • Examples include point transformations, extended point transformations, and completely canonical transformations
  • Generating functions are used to find canonical transformations and express the relationship between old and new variables (F1, F2, F3, F4)
  • Poisson brackets are a mathematical operation that measures the change in a function due to the evolution of the system
    • Defined as {f,g}=i=1n(fqigpifpigqi)\{f,g\} = \sum_{i=1}^n \left(\frac{\partial f}{\partial q_i}\frac{\partial g}{\partial p_i} - \frac{\partial f}{\partial p_i}\frac{\partial g}{\partial q_i}\right)
  • Properties of Poisson brackets include antisymmetry, linearity, and the Jacobi identity

Symplectic Structures and Conserved Quantities

Symplectic Manifolds and Their Properties

  • A is a smooth manifold equipped with a closed, non-degenerate 2-form called the (ω\omega)
    • In canonical coordinates, the symplectic form is written as ω=i=1ndqidpi\omega = \sum_{i=1}^n dq_i \wedge dp_i
  • Symplectic manifolds are the natural setting for Hamiltonian mechanics, as they provide a geometric framework for describing the evolution of a system
  • Properties of symplectic manifolds include:
    • Even dimensionality (2n)
    • Existence of a symplectic form
    • , which states that locally, all symplectic manifolds are equivalent to the standard symplectic structure on R2n\mathbb{R}^{2n}

Liouville's Theorem and Its Implications

  • Liouville's theorem states that the phase space volume is conserved under the flow of a Hamiltonian system
    • Mathematically, ddtΩ(t)dnqdnp=0\frac{d}{dt} \int_{\Omega(t)} d^nq d^np = 0, where Ω(t)\Omega(t) is a region in phase space evolving with time
  • Implications of Liouville's theorem include:
    • Incompressibility of phase space flow
    • Preservation of phase space density
    • Connection to the concept of entropy in statistical mechanics (microcanonical ensemble)

Integrable Systems and Action-Angle Variables

  • An integrable system is a Hamiltonian system with n degrees of freedom that possesses n independent conserved quantities (first integrals) in involution
    • Two functions f and g are said to be in involution if their vanishes: {f,g}=0\{f,g\} = 0
  • exhibit regular, non-chaotic motion and can be solved analytically (Kepler problem, harmonic oscillator)
  • are a special set of canonical coordinates for integrable systems
    • Action variables (J) are conserved quantities related to the phase space area enclosed by the system's trajectories
    • Angle variables (θ\theta) evolve linearly with time and describe the position of the system along its trajectory
  • In action-angle variables, the Hamiltonian depends only on the action variables, simplifying the equations of motion:
    • dJidt=Hθi=0\frac{dJ_i}{dt} = -\frac{\partial H}{\partial \theta_i} = 0
    • dθidt=HJi=ωi(J)\frac{d\theta_i}{dt} = \frac{\partial H}{\partial J_i} = \omega_i(J)
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© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.

© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.
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