Constraint Forces and Lagrange Multipliers

  • #1
deuteron
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TL;DR Summary
why are the gradients of the holonomic constraints perpendicular to the constraint forces
My question is about the general relationship between the constraint functions and the constraint forces, but I found it easier to explain my problem over the example of a double pendulum:
Consider a double pendulum with the generalized coordinates ##q=\{l_1,\theta_1,l_2,\theta_2\}##,:

1693837451586.png


The set of constraint functions is:
$$f=\begin{pmatrix} l_1-\text{const.}_1\\ l_2-\text{const.}_2\end{pmatrix}=0$$

Since ##f=0## describes the level curve ##N_0(f)##, it describes a submanifold in the configuration space, the generalized coordinates of phase space
Since this is a level curve, ##\nabla f## is perpendicular to the manifold embedded in the configuration space
However, the constraint *forces* act on the physical plane of motion, which is a submanifold in ##3d## space
Therefore, I don't understand how we can say that ##\nabla f\| F_\text{constraint}## in the Lagrangian mechanics, since they act on manifolds embedded in different spaces
 
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  • #2
Let's write it down for a general case of one particle subject to one constraint, i.e., a particle moving on some surface. Then the Lagrangian reads
$$L=\frac{m}{2} \dot{\vec{x}}^2 - V(\vec{x})$$
and the (holonomous) constraint
$$f(\vec{x})=0.$$
The constraint can be implemented using the Lagrange-multiplier method, i.e., you add to the variation of the action ##-\lambda \delta \vec{x} \cdot \vec{\nabla} f##. This leads to the Euler-Lagrange equations,
$$m \ddot{\vec{x}}=-\vec{\nabla} V-\lambda \vec{\nabla} f.$$
The 2nd term on the right-hand side are the "constraint forces". Since also the constraint itself must be fulfilled you have
$$0=\frac{\mathrm{d}}{\mathrm{d} t} f(\vec{x})=\dot{\vec{x}} \cdot \vec{\nabla} f=0,$$
and thus with
$$\vec{F}_{\text{constraint}}=-\lambda \vec{\nabla} f \; \Rightarrow \; \dot{\vec{x}} \cdot \vec{F}_{\text{constraint}}=0,$$
i.e., the contraint forces are prependicular to the tangent vectors ##\dot{\vec{x}}## on the surface, described by the constraint.

The same holds of course in terms of any other coordinates as in your example. Only there of course you have two constraints constraining the mass points from the original 4D space to a 2D submanifold.
 
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Related to Constraint Forces and Lagrange Multipliers

What are constraint forces in classical mechanics?

Constraint forces are forces that arise due to the constraints imposed on a mechanical system. These forces ensure that the motion of the system adheres to the constraints, which can be either holonomic (expressible as functions of coordinates and time) or non-holonomic (not expressible in such a form). Examples include the tension in a string, normal forces, and frictional forces.

What are Lagrange multipliers and how are they used in mechanics?

Lagrange multipliers are auxiliary variables introduced in the Lagrangian formulation of mechanics to incorporate constraints directly into the equations of motion. They allow us to transform a constrained optimization problem into an unconstrained one by adding terms to the Lagrangian that account for the constraints. These multipliers represent the magnitude of the constraint forces along the directions of the constraints.

How do you derive the equations of motion using Lagrange multipliers?

To derive the equations of motion using Lagrange multipliers, you start with the Lagrangian \(L = T - V\), where \(T\) is the kinetic energy and \(V\) is the potential energy. For a system with constraints \(f_i(q, t) = 0\), you form the augmented Lagrangian \(L' = L + \sum_i \lambda_i f_i\), where \(\lambda_i\) are the Lagrange multipliers. Then, you apply the Euler-Lagrange equations to \(L'\), resulting in a set of equations that include the effects of the constraints.

What is the physical interpretation of Lagrange multipliers in the context of mechanics?

In the context of mechanics, Lagrange multipliers can be interpreted as the generalized forces associated with the constraints. They quantify the amount of force needed to enforce the constraints on the system. For example, in a system where a particle is constrained to move on a surface, the Lagrange multiplier associated with the constraint can be seen as the normal force exerted by the surface on the particle.

Can Lagrange multipliers be used for both holonomic and non-holonomic constraints?

While Lagrange multipliers are primarily used for holonomic constraints, they can also be adapted for certain types of non-holonomic constraints. Holonomic constraints depend only on the coordinates and time, allowing for a straightforward application of Lagrange multipliers. Non-holonomic constraints, which involve velocities, require a more complex treatment and may not always be suitable for the standard Lagrange multiplier method. Special techniques, such as the method of undetermined multipliers, are often employed for non-holonomic constraints.

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