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Conservative Vector Fields

In vector calculus, a conservative vector field is a vector field that is the gradient of some function. A conservative vector field has the property that its line integral is path-independent. In this article, we will explore conservative vector fields in detail along with conservative vector field formula, properties of conservative vector fields, and applications of conservative vector fields.

What is Conservative Vector Field?

A vector field F is called conservative if it is the gradient of some scalar potential function φ. In other words, a conservative vector field is referred to as the vector field that is the gradient of some function. The conservative vector fields have a property that their line integral is path-dependent.

Conservative Vector Field Formula

Mathematically, the conservative vector field formula can be expressed as follows:

F = ∇ Φ

This implies that the line integral of F over any path between two points depends only on endpoints and not on the path taken.

Conservative Vector Fields Properties

Some properties of conservative vector fields are as follows:

Path Independence: The integral of F along any path between two points is independent of the path.

Existence of Potential Function: There exists a scalar potential function φ such that F = ∇Φ

Curl-Free Condition: A conservative vector field has zero curl. i.e. ∇ × F = 0.

How to Determine Vector Field is Conservative?

To determine that a vector field F is conservative, we check following conditions:

  • Curl Condition: Verify that ∇ × F = 0.
  • Domain Condition: Ensure that the domain of F is simply connected (i.e. it has no holes).

Line Integrals in Conservative Vector Fields

In a conservative vector field, the line integral has a special property: it depends only on the endpoint of path, not on the specific path taken. This is because a conservative vector field F can be expressed as the gradient of a potential function φ: F = ∇ Φ.

Fundamental Theorem for Line Integral

For a conservative vector field F = ∇ Φ, the line integral from point A to point B is given by:

C F. dr = Φ(B) – Φ(A)

This theorem simplifies computation of line integral significantly, as it reduces problem to evaluating potential function at the endpoint.

Difference Between Conservative and Non-conservative Vector Fields

Conservative vector fields are characterized by path independence, the existence of a potential function and zero curl. Non- conservative vector fields, on other hand exhibit path dependence, generally have non-zero curl and lack a potential function. Here are the key differences:

Characteristics

Conservative Vector Field

Non-conservative Vector Field

Definition

Can be expressed as the gradient of a scalar potential function F = ∇ Φ

Cannot be expressed as the gradient of any scalar potential function

Path Dependence

Line integral is independent of the path taken

Line integral depends on the specific path taken

Curl Condition

Zero curl [Tex](∇ × F = 0)[/Tex]

Generally, has non-zero curl [Tex](∇ × F ≠ 0)[/Tex]

Potential Function

Exists (φ such that F = ∇ Φ)

Does not exist

Work Done

Zero work done around any closed loop

Non-zero work done around a closed loop

Energy Conservation

Energy is conserved in a conservative field

Energy is not conserved; it can be dissipated as heat, sound, etc.

Examples

Gravitational field, electrostatic field

Magnetic field, frictional forces

Mathematical Representation

Can be represented by a scalar potential function

Cannot be represented by a single scalar potential function

Physical Interpretation

Represents conservative forces like gravity, electrostatics

Represents nonconservative forces like friction, air resistance

Closed Path Integral

Integral over a closed path is zero

Integral over a closed path is non-zero

Dependence on Initial and Final Points

Depends only on initial and final points of the path

Depends on the entire path taken between points

Applications of Conservative Vector Fields

Conservative vector field have numerous applications in various fields as following:

  • Mechanics: In classical mechanics, conservative forces arise from potential energy function. The work done by such force depends only on the initial and final positions making conservative vector field valuable for analyzing motion .
  • Electrostatics: The electric field generated by a static charge distribution is conservative . The electric potential, a scalar quantity , relates directly to the electric field through its negative gradient.
  • Gravitation :The gravitational field due to mass distribution is also conservative. The gravitational potential energy depends solely on the position of object relative to mass distribution.

Related Articles:

Examples on Conservative Vector Fields

Example 1: Verifying Conservative Vector Field Given the vector field F = (2xy, x2 – y2) determine if it is conservative or not.

Solution:

Compute the curl of F:

∇ × F = [[Tex]\frac{\partial}{\partial y}[/Tex](x2 – y2) + [Tex]\frac{\partial}{\partial x}[/Tex]2xy] k

∇ × F = (2y + 2y) k

∇ × F = 0

Since the curl is zero and the domain is simply connected, F is conservative.

Example 2: Find the potential function φ for the conservative vector field F = (y, x).

Solution:

Integrate the first component with respect to x:

[Tex]\frac{\partial \phi}{\partial x} [/Tex]= y ⇒ Φ = xy + g(y)

Integrate second component with respect to y:

[Tex] \frac{\partial \phi}{\partial y} [/Tex]= x ⇒ Φ = xy + C

Thus, the potential function is Φ = xy.

Example 3: Consider a two-dimensional force field that represents the force exerted on a particle: F (x, y) = (2x, 3y). What is work done by this force if particle travels along any path from point A (1, 2) to point B (3, 4)?

Solution:

The work done depends only on the beginning and finishing positions since the force field is conservative (verification left as an exercise; check for path independence, for example). For F, we may determine a potential function φ.

Now let’s determine Φ:

Φx = 2x (conforms to Fx)

After integrating Φx

Φ(x, y) = x2 + C1

Φy = 3y (conforms to Fy)

After integrating Φy

Φ(x, y) = 3y2/2 + C2

By solving for C and equating both formulas for φ, we obtain a particular potential function, such as Φ(x, y) = x2 + 3y2/2 – 1

Work done W is given by difference in potential energy between point A and B:

W = Φ(B) – Φ(A)

W = [{32 + (6/2)} – {12 + (6/2)}]

W = 4

It follows that, whichever direction is chosen, the force field will work for 4 units.

Practice Problems on Conservative Vector Fields

Q1. Determine if the vector field F (x, y) = (2x, y2) is conservative.

Q2. Find a potential function for the vector field F (x, y) = (y, -x)

Q3. (3D) Is the vector field F (x, y, z) = (x2, 2xy, z3) conservative in all regions?

Q4. Consider the vector field F=(−y,x)\mathbf{F} = (-y, x)F=(−y,x). Verify if this vector field is conservative. If it is, find the potential function ϕ\phiϕ.

Q5. Let F = (exsin⁡y, excos⁡y). Show that F is conservative and find the potential function ϕ.

FAQs on Conservative Vector Fields

What is Conservative Vector Fields in Math?

A vector field that is gradient of some function is called as conservative vector fields.

Why are Conservative Vector Fields Called Conservative?

The conservative vector fields are called conservative because these vector fields force energy is conserved.

What is an Example of a Conservative Vector Field in Real Life?

Some examples of conservative vector fields include gravitational fields and electronic fields around a point particle.

Can Conservative Vector Field be Zero?

The curl of conservative vector field is zero vector.




Reffered: https://www.geeksforgeeks.org


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