How can I know when the Lagrange multiplier is a constant?

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Discussion Overview

The discussion revolves around the conditions under which the Lagrange multiplier, denoted as ##\lambda##, can be considered a constant in the context of holonomic systems with constraints. Participants explore the implications of different physical scenarios, such as harmonic oscillators and pendulums, and the effects of approximations like the small angle approximation on the behavior of ##\lambda##.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant questions how to determine if ##\lambda## is a constant or a function, noting that it generally does not have to be constant.
  • Another participant suggests that for a pendulum, ##\lambda## is related to tension, while for a mass on a circle, it relates to the constraining force, indicating that ##\lambda## can be constant under certain conditions.
  • It is mentioned that assuming a non-constant ##\lambda## does not yield harmonic motion in the x-coordinate.
  • A participant points out that small oscillations allow for neglecting higher-order terms, which may imply conditions for ##\lambda##.
  • One participant states that ##\lambda## is equal to the tension (up to a sign) and suggests that the assumption of tension being constant (like ##mg##) leads to treating ##\lambda## as constant.
  • Another participant asserts that in general, ##\lambda## is not constant, using the example of a rock on a string in vertical circular motion where tension varies.
  • It is noted that ##\lambda## can be considered constant in the context of the small angle approximation.

Areas of Agreement / Disagreement

Participants express differing views on whether ##\lambda## is constant, with some arguing it can be constant under specific conditions (like small angle approximations) while others maintain that it is generally not constant, particularly in scenarios involving varying tension.

Contextual Notes

The discussion highlights the dependence of ##\lambda## on the specific physical system and the assumptions made, such as the small angle approximation, which may not hold in all cases.

Coffee_
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Consider a holonomic system where I have ##n## not independent variables and one constraint ##f(q1,q2,...,qN,t)=0##. One can rewrite the minimal action principle as:

##\frac{\partial L}{\partial q_i} - \frac{d}{dt} \frac{\partial L}{\partial q'_i} - \lambda \frac{\partial f}{\partial q_i} = 0 ##

My question: how can one check if lambda is a constant or a function? Because in general it does not have to be a constant in this reasoning according to my understanding.

Example:

The harmonic oscillator given by the constaint that the distance of the mass to the origin is constant. The small angle approximation is allowed. So here I write out the equations and I indeed do find a harmonic oscillation under the assumption that ##\lambda## is constant. How to show that this is indeed constant? If I try doing this and do some small angle approximations using the tension I eventually find that the ##y##-coordinate is constant so I'm probably doing something wrong.

Is the lambda not constant when not using the small angle approximation?
 
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Coffee_ said:
Consider a holonomic system where I have ##n## not independent variables and one constraint ##f(q1,q2,...,qN,t)=0##. One can rewrite the minimal action principle as:

##\frac{\partial L}{\partial q_i} - \frac{d}{dt} \frac{\partial L}{\partial q'_i} - \lambda \frac{\partial f}{\partial q_i} = 0 ##

My question: how can one check if lambda is a constant or a function? Because in general it does not have to be a constant in this reasoning according to my understanding.

Example:

The harmonic oscillator given by the constaint that the distance of the mass to the origin is constant. The small angle approximation is allowed. So here I write out the equations and I indeed do find a harmonic oscillation under the assumption that ##\lambda## is constant. How to show that this is indeed constant? If I try doing this and do some small angle approximations using the tension I eventually find that the ##y##-coordinate is constant so I'm probably doing something wrong.

Is the lambda not constant when not using the small angle approximation?

This depends on your problem. For a pendulum, lambda is related to the tension in the pendulum, for a mass on a circle lambda is related to the constraining force. Now obviously, if you move with constant speed on a circle, you need a constant (magnitude) centripetal force and your lambda is constant. For the pendulum, the tension changes and so does lambda.
 
Orodruin said:
This depends on your problem. For a pendulum, lambda is related to the tension in the pendulum, for a mass on a circle lambda is related to the constraining force. Now obviously, if you move with constant speed on a circle, you need a constant (magnitude) centripetal force and your lambda is constant. For the pendulum, the tension changes and so does lambda.
Assuming a non constant lambda won't give me a harmonic motion in the x coordinate though .
 
Coffee_ said:
Assuming a non constant lambda won't give me a harmonic motion in the x coordinate though .
Why don't you show what you get? In that way it will be easier to judge where you meet a problem.
 
Orodruin said:
Why don't you show what you get? In that way it will be easier to judge where you meet a problem.

http://imgur.com/kLeIwfN
 
So, small oscillations imply that you can neglect higher-order terms in the deviation from the equilibrium solution. What does this imply for ##\lambda##?
 
Orodruin said:
So, small oscillations imply that you can neglect higher-order terms in the deviation from the equilibrium solution. What does this imply for ##\lambda##?

Well ##\lambda## is equal to the tension up to a sign. It seems that one implicitly assumes the tension to be ##mg## in the standard derivation and thus assuming ##\lambda## to be constant?
 
Coffee_ said:
Well ##\lambda## is equal to the tension up to a sign. It seems that one implicitly assumes the tension to be ##mg## in the standard derivation and thus assuming ##\lambda## to be constant?
Yes, but you can argue it in a more formal way in the small angle approximation.
 
In general, [itex]\lambda[/itex] is not constant. And in the particular case of a rock on a string being twirled around in a vertical plane in a circle of radius [itex]R[/itex], the constraint force is the tension, which is NOT constant; the tension is highest at the bottom of the circle, and is lowest at the top of the circle.

The use of Lagrangian multipliers to work with a constraint [itex]f(\vec{x}) = 0[/itex] is equivalent, at least in the simplest cases, to doing Newtonian physics (F = ma) with an unknown constraint force [itex]\vec{F}_c[/itex] that is in the direction of [itex]\nabla f[/itex]. The magnitude of [itex]\vec{F}_c[/itex] is determined by the criterion that the particle never leaves the surface [itex]f(\vec{x}) = 0[/itex]. If the other forces are sufficient to keep the particle within the surface, then the constraint force is zero. Otherwise, it's whatever magnitude is necessary.
 
  • #10
stevendaryl said:
In general, [itex]\lambda[/itex] is not constant. And in the particular case of a rock on a string being twirled around in a vertical plane in a circle of radius [itex]R[/itex], the constraint force is the tension, which is NOT constant; the tension is highest at the bottom of the circle, and is lowest at the top of the circle.

It is however constant in the small angle approximation, which is what was currently under discussion.
 

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