ch. 8: hamilton equations of motion sect. 8.1: legendre transformations

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Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations. Lagrange Eqtns of motion: n degrees of freedom (d/dt)[ ( ∂ L/ ∂ q i )] - ( ∂ L/ ∂ q i ) = 0 (i = 1,2,3, … n) n 2 nd order , time dependent, differential equations. - PowerPoint PPT Presentation

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Page 1: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations
Page 2: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

Ch. 8: Hamilton Equations of MotionSect. 8.1: Legendre Transformations

• Lagrange Eqtns of motion: n degrees of freedom

(d/dt)[(∂L/∂qi)] - (∂L/∂qi) = 0 (i = 1,2,3, … n)

• n 2nd order, time dependent, differential equations. The system motion is determined for all time when 2n

initial values are specified: n qi’s & n qi’s • We can represent the state of the system motion by the time

dependent motion of a point in an abstract n-dimensional configuration space (coords = n generalized coords qi).

• PHYSICS: In the Lagrangian Formulation of Mechanics, a system with n degrees of freedom = a problem in n independent variables qi(t). The generalized velocities, qi(t) are simply determined by taking the time derivatives of the qi(t). The velocities are not independent variables.

Page 3: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

Hamiltonian Formulation of Mechanics

• Hamiltonian Mechanics: A fundamentally different picture!

• Describes the system motion in terms of 1st order, time dependent equations of motion. The number of initial conditions is, of course, still 2n.

We must describe the system motion with 2n independent 1st order, time dependent, differential equations expressed in terms of 2n independent variables.

• We choose n of these = n generalized coordinates qi. • We choose the other n = n generalized (conjugate)

momenta pi.

Page 4: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

Hamiltonian Mechanics: • Describes the system motion in terms of n

generalized coordinates qj & n generalized momenta pi. It gets 2n 1st order, time dependent equations of motion.

• Recall that by DEFINITION: The generalized Momentum associated with the generalized coordinate qj:

pi (∂L/∂qi)• (q,p) “conjugate” or “canonical” variables.

– See footnote, p 338, which discusses the historical origin of the word “canonical”.

Page 5: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

Legendre Transformations• Physically, the Lagrange formulation assumes the coordinates qi

are independent variables & the velocities qi are dependent variables & only obtained by taking time derivatives of the qi once the problem is solved!

• Mathematically, the Lagrange formalism treats qi & qi as independent variables. e.g., in Lagrange’s equations, (∂L/∂qi) means take the partial derivative of L with respect to qi keeping all other q’s & ALSO all q’s constant. Similarly (∂L/∂qi) means take the partial derivative of L with respect to qi keeping all other q’s & ALSO all q’s constant.

• Treated as a pure math problem, changing from the Lagrange formulation to the Hamilton formulation corresponds to changing variables from (q,q,t) (q,q, independent) to (q,p,t) (q,p independent)

Page 6: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• To change from the Lagrange to the Hamilton formulation Change (or transform) variables from (q,q,t) (q,q,

independent) to (q,p,t) (q,p independent).

• Mathematicians call such a procedure a Legendre Transformation. Pure math for a while:

• Consider a function f(x,y) of 2 independent variables (x,y) The exact differential of f: df u dx + v dy

Obviously: u (f/x) v (f/y)• Now, change variables to u & y, so that the differential

quantities are expressed in terms of du & dy. Let g = g(u,y) be a function defined by g f - ux

Page 7: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• Change from f(x,y) df u dx + v dy

u (f/x) v (f/y)

• To g(u,y) f - ux. The exact differential of g:

dg df - u dx - x du = v dy – x du

Obviously: v (g/x) x - (g/u)

• This is a Legendre Transformation. Such transformations are used often in thermodynamics. See examples in Goldstein, pp 336 & 337.

Page 8: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• Change from the Lagrange to the Hamilton formulation.

Changing variables from (q,q,t) (q,q, independent) to

(q,p,t) (q,p independent) is a Legendre Transformation.

However, it’s one where many variables are involved instead of just 2.

• Consider the Lagrangian L = L(q,q,t) (n q’s, n q’s)

The exact differential of L (sum on i):

dL (L/qi)dqi + (L/qi)dqi + (L/t)dt (1)

• Canonical Momentum is defined: (d/dt)[(∂L/∂qi)] - (∂L/∂qi) = 0

pi (L/qi) pi (L/qi) (2)

• Put (2) into (1): dL = pi dqi + pi dqi + (L/t)dt (3)

Page 9: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• dL = pi dqi + pi dqi + (L/t)dt (3)

• Define the Hamiltonian H by the Legendre Transformation: (sum on i)

H(q,p,t) qipi – L(q,q,t) (4)

dH = qidpi + pidqi – dL (5)• Combining (3) & (5):

dH = qidpi - p dqi - (L/t)dt (6)• Since H = H(q,p,t) we can also write:

dH (H/qi)dqi + (H/pi)dpi + (H/t)dt (7)• Directly comparing (6) & (7)

qi (H/pi), - pi (H/qi), - (L/t) (H/t)

Page 10: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• Hamiltonian H: (sum on i)

H(q,p,t) qi pi – L(q,q,t) (a)

qi (H/pi) (b)

- pi (H/qi) (c) - (L/t) (H/t) (d)

• (b) & (c) together

Hamilton’s Equations of Motion

or the Canonical Equations of Hamilton• 2n 1st order, time dependent equations of motion replacing

the n 2nd order Lagrange Equations of motion

Page 11: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• Hamiltonian: H(q,p,t) = qipi – L(q,q,t) (a)

Hamilton’s Equations of Motion:

qi = (H/pi) (b), - pi = (H/qi) (c), -(L/t) = (H/t) (d)

• 2n 1st order, time dependent equations of motion replacing the n 2nd

order Lagrange Eqtns of motion.• (a): A formal definition of the Hamiltonian H in terms of the

Lagrangian L. However, as we’ll see, in practice, we needn’t know L first to be able to construct H.

• (b): qi = (H/pi): Gives qi’s as functions of (q,p,t).

Given initial values, integrate to get qi = qi(q,p,t) They form

the “inverse” relations of the equations

pi = (L/qi) which give pi = pi(q,q,t). “No new information”.

Discussion of Hamilton’s Eqtns

Page 12: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• Hamiltonian: H(q,p,t) = qipi – L(q,q,t) (a) Hamilton’s Equations of Motion:

qi = (H/pi) (b), -pi = (H/qi) (c), - (L/t) = (H/t) (d)

• (b): qi = (H/pi): qi = qi(q,p,t). “No new info”. – This is true in terms of SOLVING mechanics problems.

However, within the Hamiltonian picture of mechanics, where H = H(q,p,t) is obtained NO MATTER HOW (not necessarily by (a)), this has equal footing (& contains equally important information as (c)).

• (c): pi = - (H/qi):

Given the initial values, integrate to get pi = pi(q,p,t)• (d): -(L/t) = (H/t): This is obviously only important

in time dependent problems!

Page 13: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• Recall the “energy function” h from Ch. 2 (Eq. (2.53): Define the Energy Function h:

h qi(L/qi) - L = h(q1,..qn,q1,..qn,t)• The Hamiltonian H & the energy function h have identical

(numerical) values. However, they are functions of different variables!

h h(q,q,t) while H = H(q,p,t) NOTE!!!!! A proper Hamiltonian (for use in

Hamiltonian dynamics) is ALWAYS (!!!!) written as a function

of the generalized coordinates & momenta: H H(q,p,t).Similarly, a proper Lagrangian (for use in Lagrangian

dynamics) is ALWAYS (!) written as a function of the

generalized coordinates & velocities: L L(q,q,t)

Page 14: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

TO EMPHASIZE THIS:

Consider a single free particle (p = mv):

Energy = KE = T = (½)mv2 only.

So, h = T and H = T

But, if it is a PROPER HAMILTONIAN (!!!), can it be written H = (½)mv2 ?

NO!!!!!! H MUST be expressed in terms of the momentum p, NOT the velocity v!

So the PROPER HAMILTONIAN(!!!) is

H = p2/(2m) !!!!!

Page 15: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• Hamiltonian: H(q,p,t) = qipi – L(q,q,t) (a) Hamilton’s Equations of Motion:

qi = (∂H/∂pi) (b), - pi = (∂H/∂qi) (c), - (∂L/∂t) = (∂H/∂t) (d)• Recipe: (CONSERVATIVE FORCES!)

1. Set up the Lagrangian, L = T – V = L(q,q,t)

2. Compute n conjugate momenta using: pi (∂L/∂qi) 3. Form the Hamiltonian H from (a).

This is of the “mixed” form H = H(q,q,p,t)

4. Invert the n pi (∂L/∂qi) to get qi qi(q,p,t).

5. Apply the results of 4 to eliminate the qi from H to

get a proper Hamiltonian H = H(q,p,t). Then & only then can you properly & correctly use (b) & (c)

to get the equations of motion!

Recipe for Hamiltonian Mechanics

Page 16: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• If you think that this is a long, tedious process, you aren’t alone! Personally, this is why I prefer the Lagrange method!

– This requires that you set up the Lagrangian first! – If you already have the Lagrangian, why not go ahead & do

Lagrangian dynamics instead of going through all of this to do Hamiltonian dynamics?

– Further, combining the 2n 1st order differential equations of motion

qi = (H/pi) (b) & - pi = (H/qi) (c) gives the SAME n 2nd order differential equations of motion that Lagrangian dynamics gives!

• However, for many physical systems of interest, it is fortunately possible to considerably shorten this procedure, even eliminating many steps completely!

Page 17: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• We’ve seen (in Ch. 2) that in many cases: The Lagrangian = a sum of functions which are homogeneous in the generalized velocities of degree 0, 1, & 2. That is (schematically):

L = L0(q,t) + L1(q,t)qk + L2(q,t)qkqm

• Use this form to construct the Hamiltonian:

H = qipi – L(q,q,t)

H = qipi – [L0(q,t) + L1(q,t)qk + L2(q,t)qkqm]• We’ve also seen (in Ch. 2) that in many cases: The equations defining

the generalized coordinates don’t depend on the time explicitly:

L2(q)qkqm = T (the kinetic energy) & L1= 0• We’ve also seen (in Ch. 2) that in many cases: The forces are

conservative & a potential V exists: L0 = - V

Hamiltonian Mechanics (In Most Cases of Interest!)

Page 18: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• We’ve seen (in Ch. 2) that in many cases: All of the conditions on the previous slide hold simultaneously.

H = T + V

That is, in this case, the Hamiltonian is automatically the total mechanical energy E

• If that is the case, we can skip many steps of the recipe and write H = T + V immediately. Express T in terms

of the MOMENTA pi (not the velocities qi !)! Often it is easy to see how the pi depend on the qi & thus its easy to do this. Once this is done, we can go ahead & do Hamiltonian Dynamics without ever having written the Lagrangian down!!

Page 19: Ch. 8: Hamilton Equations of Motion Sect. 8.1: Legendre Transformations

• Often, we can go further! For large classes of problems, the 1st & 2nd degree Lagrangian terms can be written (sum on i):

L1(q,t)qk + L2(q,t)qkqm = qiai(q,t) + (qi)2Ti(q,t)

So:

L = L0(q,t) + qiai(q,t) + (qi)2Ti(q,t) (A)

• If the Lagrangian can be written in the form of (A), we can do the algebraic manipulations in steps 2-5 in the recipe in general, once & for all. Do this by matrix manipulation!