Scalar field 2 dimensional discontinuous but differentiable

In summary, the function f(X) is defined as f(X)=(xy^2)/(x^2+y^4), with the exception of when x=0, where the value is 0. Along any vector or line from the origin, the directional derivative f'(Y,0) exists for any vector Y=(a,b). However, the function is not continuous at (0,0) as the parabola x=y^2 approaches arbitrarily close to the point (0,0) and the value of the function is 1/2. This can be visualized by thinking of a pinhole at (0,0) and shining a laser through it in any direction, where the distance traveled until hitting the parab
  • #1
adoion
55
0
Hi,

[tex]f(X)=\frac{xy^2}{x^2+y^4}[/tex] is the function in question, this is the value of the function at ##X=(x,y)## when ##x\neq0##, and ##f(X)=0## when ##X=(0,y)## for any ##y## even ##y=0##.

Now, along any vector or line from the origin the directional derivative ##f'(Y,0)## (where ##Y=(a,b)## is the vector or line along witch the derivative is being taken and ##0## is the point at witch it is taken, in this case.) exists for any vector ##Y=(a,b)## (this is easily verifiable).

But the function is not continuous at ##X=(0,0)##, since the value of the function is ##0## at ##X=(0,0)## but along the parabola ##x=y^2## the value of the function is ##\frac{1}{2}## and the parabola comes arbitrary close to the value ##(0,0)##.

So how is this possible I am trying to get my head around this but can't figure it out??
 
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  • #2
Attached is a plot of what your function z = f(X) looks like for points near (0,0). Points very close to (0,0) have been avoided by the computer, hence the hole. Notice the parabolic plateau near (0,0).
Also notice that lines drawn through the origin never pass through more than one point of the parabola, and the parabola does not pass through (0,0), hence all directional derivatives exist, as the directional derivatives only care about values arbitrarily close to the point (0,0) along a particular line (not the total set of all values of f(X) around (0,0)). Ie., it is like there is a pinhole at (0,0) that you are shining a laser pointed in a single direction through. The light beam will travel for some non-zero distance until it hits the parabola, no matter what angle you choose. It is along that distance that we take the directional derivative. The second illustration illustrates one of these lines.
 

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  • #3
That's a great plot, thanks a lot.

but I think I figured it out myself. the mistake I did was to assume that the vector tangent to the parabola would have one more point, besides the origin in common with the parabola.

the expression depends on how one approaches the point ##(0,0)## and that's the only right way to look at this one should not make analogies with discreet points.
 

What is a scalar field?

A scalar field is a mathematical function that assigns a scalar value (such as temperature or pressure) to every point in space. In other words, it describes how a single quantity varies throughout space.

What does it mean for a scalar field to be 2-dimensional?

A 2-dimensional scalar field means that the function is dependent on two independent variables, usually represented by x and y coordinates in a Cartesian plane.

What does it mean for a scalar field to be discontinuous?

A discontinuous scalar field means that the function has a sudden or abrupt change in value at a certain point or set of points. This can result in a break or gap in the function's graph.

How is a scalar field differentiable?

A scalar field is differentiable if it has a well-defined slope or gradient at every point in its domain. This means that the function can be smoothly and continuously plotted without any sudden changes or breaks.

What is the significance of a scalar field being both discontinuous and differentiable?

This means that the function has both abrupt changes and smooth, continuous changes in value throughout its domain. It may have certain points where it is not differentiable, but overall it has a well-defined slope or gradient and can be plotted smoothly.

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