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This document delves into the concepts of conservative vector fields and exact differential equations in the context of vector calculus. It explains how to identify conservative fields through the curl operation and the relationship between conservative fields and potential functions. The document also provides strategies for solving exact differential equations and examples to illustrate the concepts.
Typology: Lecture notes
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In vector calculus, we studied two dimensional vector fields
F (x, y) = (M (x, y), N (x, y)). (1)
For every point (x, y) in the plane, we have a vector F (x, y) with x component M (x, y) and y component N (x, y). If the vector field is called conservative, the F if the line integral is path independent between two points, i.e. the value of integral from a point A to a point B does not depend on the choice of path. In these cases, F can be realized as the gradient of a scalar function f , called the potential. Thus,
F (x, y) = ∇f (x, y) =
∂x f (x, y), ∂ ∂y f (x, y)
In this case, the vector field F is perpendicular to the level sets of f. For f (x, y), choose a point (x 0 , y 0 ) in the domain of f. Define the function y(x) to be a level curve for f. Then
f (x, y(x)) = c d dx f (x, y(x)) = 0 ∂ ∂x f (x, y(x)) +
∂y f (x, y(x)) dy dx = 0 , by the chain rule (2) One identity of conservative field is that its curl is 0. To check this, note that
∇ × F (x, y) =
∂y M (x, y) −
∂x N (x, y)
= ∂ ∂y
∂x f (x, y) − ∂ ∂x
∂y f (x, y) = 0
if are able to reverse the order of differentiation. Thus, if (1) is a conservative field,
∂ ∂y M (x, y) =
∂x N (x, y). (3)
To reverse the order of thinking, the differential equation,
M (x, y) + N (x, y) dy dx
is called exact if the relation (3) holds. In this case, the vector field (1) is conservative and, thus, has a potential f. If we define F (x, y) = ∇f (x, y), then by (2), we have a solution to (4).
Exercise 1. Show that a′ 1 (x)y + a 1 (x) dy dx
is exact.
Recall that we started with a linear differential equation, dy dx
and found an integrating factor μ(x) so that the equation had the form in (5).
For an exact first order differential equation, we have that
M (x, y) = ∂ ∂x f (x, y).
Thus, we integrate M with respect to x, leaving y variable,
f (x, y) =
M (x, y)dx + g(y).
Here, the constant of integration is a function of y. Next note that
N (x, y) =
∂y f (x, y) =
∂y
M (x, y)dx + g′(y).
We complete by identifying g′(y) and integrating. Alternatively,
N (x, y) =
∂y f^ (x, y)
and we integrate N with respect to y, leaving x variable,
f (x, y) =
N (x, y)dy + h(x).
with the constant of integration now a function of x. Also
M (x, y) =
∂x f (x, y) =
∂x
M (x, y)dx + h′(x).
Finally, we compete the solution by identifying h′(x) and integrating.
So, g′(y) = 2y + 1 and g(y) = y^2 + y.
Together, we have
f (x, y) =
(2xy − 9 x^2 )dx + g(y) = x^2 y − 3 x^2 + y^2 + y. (7)
The general implicit solution is x^2 y − 3 x^2 + y^2 + y. = c.
With the initial condition, c = 0^2 · (−3) + (−3) · 02 − (−3)^2 + (−3) = 6.
We always have the alternative course.
f (x, y) =
(2y + x^2 + 1)dy + g(y) = y^2 + x^2 y + y + h(x)
M (x, y) =
∂x f (x, y) = 2xy + h′(x).
Returning to the expression for M , we find
h′(x) = − 9 x^2 and h(x) = − 3 x^2
yielding the same expression (7).
Exercise 5. Use the quadratic formula, to find an explicit solution for the differential equation above. Use the initial condition the choose which of the two solutions from the quadratic formula solves the differental equation.
Exercise 6. Determine whether the equation is exact. If it is, then solve it.
3 y − (^) yx 2
) (^) dy dx +^ 1 y = 0.
For linear equations, we were able to find an integrating factor μ by solving an auxillary differential equation. Because this equation could be solved by separation of variables, we could generally find μ. Sometimes a transformation of the variables results in a linear equation. Other times, a similar approach can be considered for nonlinear equations that transform them into exact eqations. In this case the differential equation that defines the integrating factor may be harder to solve than the original differential equation. However, some special forms of this equation can be solved and these from the basis for the integrating factor.