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Saturday, July 24, 2010

Vectors Calaulus 1.29


Conservative Vector Fields and 
Independence of Path

The Fundamental Theorem of Line Integrals

Consider the force field representing the wind shown below
       
You are a pilot attempting to minimize the work your engines need to do.
  Does it matter which path you take?  Clearly the red path goes with the wind and the
green path goes against the wind.  With this vector field, work is dependent on the path 
that is taken.  
Next consider the vector field 
        F(x,y)  =  yi + xj
shown below
       
It turns out that going from point A to point B, every path leads to the same amount of
work done.  What is special about this vector field?  
The key here, as you can quickly check, is that the vector field F is conservative.
(My  =  Nx ).  Since for a conservative vector field, all paths produce the same amount
of work, we seek a formula that gives this work quantity.
The theorem below shows us how to find this quantity.  Notice the strong resemblance
to the fundamental theorem of calculus.

The Fundamental Theorem of Line Integrals
Let F be a conservative vector field with potential function f, and C be
any smooth curve starting at the point A and ending at the point B.  Then
              

The next example demonstrates the power of this theorem.

Example
Find the work done by the vector field 
        F(x,y)  =  (2x -3y)i + (3y2 - 3x)j        
along the curve indicated in the graph below
       
Solution
First notice that 
        My  =  -3  =  Nx
We can use the fundamental theorem of line integrals to solve this.  There are two approaches.  
Approach 1
We find the potential function.  We have 
        fx  =  2x - 3y
Integrating we get
        f(x,y)  =  x2 - 3xy + c(y)
Now take the derivative with respect to y to get
        fy  =  -3x + c'(y)  =  3y2 - 3x 
Hence 
        c'(y)  =  3y2
and 
        c(y)  =  y3 
The potential function is 
        f(x,y)  =  x2 - 3xy + y3 
Now use the fundamental theorem of line integrals to get
        f(B) - f(A)  =  f(1,0) - f(0,0)  =  1

Approach 2
We since the vector field is conservative any path from point A to point B will produce
the same work.  Hence the work over the easier line segment from (0,0) to (1,0) will also

give the correct answer.  We parameterize by 
        r(t)  =  ti          0  <  t  <  1
we have
        ri(t)  =  i       
so that
        F . dr  =  ((2x -3y)i + (3y2 - 3x)j) . i  =  2x - 3y  =  2t
Now just integrate
       
        

Proof of the Fundamental Theorem of 
Line Integrals

To prove the fundamental theorem of line integrals we will use the following outcome of the 
chain rule:
If 
        r(t)  =  x(t)i + y(t)j 
is a vector valued function, then 
        d/dt f(r(t))  =  fx x'(t) + fy y'(t)
We are now ready to prove the theorem.  We have
       


Independence of Path and Closed Curves
Example
Find the work done by the vector field 
         F(x,y)  =  (cos x + y)i + (x+ esin y)j + (sin(cos z))k
along the closed curve shown below
       

Solution
First we check that F is conservative.  We have
       

     Since the vector field is conservative, we can use the fundamental theorem 
of line integrals.  Notice that the curve begins and ends at the same place.  We do not 
even need to find the potential function, since whatever it is, say f, we have
        f(A) - f(A)  =  0

In general, the work done by a conservative vector field is zero along any closed curve. 
The converse is also true, which we state without proof.
Theorem:  Conservative Vector Fields and Closed Curves
Let F be a vector field with components that have continuous first order partial derivatives and let C be a piecewise smooth curve.  Then the following three statements are equivalent
1.  F is conservative.
2.    is independent of path.
3.    for all closed curves C.
 
 



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