Preface

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This is a tutorial made solely for the purpose of education and it was designed for students taking Applied Math 0330. It is primarily for students who have very little experience or have never used Mathematica before and would like to learn more of the basics for this computer algebra system. As a friendly reminder, don't forget to clear variables in use and/or the kernel.

Finally, the commands in this tutorial are all written in bold black font, while Mathematica output is in normal font. This means that you can copy and paste all commands into Mathematica, change the parameters and run them. You, as the user, are free to use the scripts for your needs to learn the Mathematica program, and have the right to distribute this tutorial and refer to this tutorial as long as this tutorial is accredited appropriately.

Equations with Linear Fractions

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A wide class of differential equations of the form can be reduced to separable equations. Here a, b, c, and A, B, C are some given constants and the function of one variable f(v) is assumed to be continuous within some interval. Without any loss of generality, we consider only the case when two lines defined by equations ax+by+c = 0 and Ax+By+C = 0 are not parallel ($aB - Ab \ne 0$ ). Otherwise, the above equation can be reduced to a separable equation upon substitution v = ax+by+c or v = Ax+By+C, which was demonstrated in the previous section.

If $aB - Ab \ne 0 ,$ constants c and C can be eliminated by shifting the system of coordinates:

with constants α and β to be chosen to satisfy the system of equations: With these choices, we get the differential equation in new variables X and Y: which can be reduced to a separable one by substitution v = Y/X.

We start our exposition by considering equations with slope function as the ratio of two linear functions:

Example: Consider the differential equation:

Upon solving system of algebraic equations we find that we need to make substitution: With such choice of α = 2 and β = -1, we obtain a differential equation in new variables X and Y, where slope function depends on the ratio v = Y/X: Setting v = Y/X, we get a separable equation Upon separation of varibales and integration, we obtain where K is a constant of integration, and two values v=-2 and v=1 should be excluded because of presence of two logarithms. Previously, we excluded v=-4 from our consideration since the slope function has v+4 in the denominator. Dropping logarithm sign, we get We set back v = Y/X and have In order to obtain the general solution of the given differential equation, we just need to substitute X = x-2 and Y = y+1 into the above relation: Finally, we need to check whether excluded functions y = -2x+3 and y = x-3 are solutions of the given differential equation. Indeed they are. Moreover, these two functions can be obtained from the above general solution by appropriate choice of constant K, namely, taking either zero or infinity.

We plot the corresponding direction fields using StreamPlot command:

Example: Consider an algebraic equation: $2 x^2 + y^2 - 2 x y + 5 x =0$ and we wish to determine a differential equation to which the algebraic equation defines implicitly its solution. Mathematica is capable to find the required differential equation.

To extract the left-hand side, type:

Then we plot the graph:

If the option
is removed, we will get
In the above graphs, the option Contour->{0} instructs Mathematica to graph only the level curve corresponding to 0.
The option
specifies to not shade the regions between contours,
specifies that a frame is not to be placed around the resulting graphics objects,
specifies that axes are to be placed on the resulting graphics objects while the option
specifies that they intersect at the point (0,0), and the option
specifies that they be drawn in a medium shade of gray.
The option
instructs Mathematica to increase the number of sample points to 100 (the default is 15), helping assure that the resulting graphic object appears smooth.
Note that instead of eq[[1]], one can use the equation 5 x + 2 x^2 - 2 x y + y^2 explicitly.

Now we instruct Mathematica to find the differential equation in two steps.

step1= Dt[eq,x]

Out[2]= 5 + 4 x - 2 y - 2 x Dt[y, x] + 2 y Dt[y, x] == 0

step2=Solve[step1,Dt[y,x]]

Out[3]= {{Dt[y, x] -> (5 + 4 x - 2 y)/(2 (x - y))}}

Therefore, we get the differential equation

$$\frac{{\text d}y}{{\text d}x} = \frac{5 + 4 x - 2 y}{2 (x - y)} , \qquad x\ne y.$$

The plotted direction field confirms that the original algebraic equation defines its solution implicitly.

t = Map[StreamPlot[{1, (5 + 4*x - 2*y)/2/(x - y)}, {x, -6, 0}, {y, -6, 0}, StreamStyle -> "Line",
StreamPoints -> RandomReal[{-6, 0}, {#, 2}],
StreamColorFunction -> (GrayLevel[RandomReal[]] &),
ImageSize -> 500] &, ConstantArray[50, 100]];

Show[t]

f[x_, y_] := {1, (5 + 4*x - 2*y)/2/(x - y)};
xrange = {-6, 1};
yrange = {-6, 1};
xdivs = 3;
ydivs = 3;
xranges = Partition[Rescale[Range[0, xdivs], {0, xdivs}, xrange], 2, 1];
yranges = Partition[Rescale[Range[0, ydivs], {0, ydivs}, yrange], 2, 1];

Show[Flatten@
Table[StreamPlot[
f[x, y], {x, First@xr, Last@xr}, {y, First@yr, Last@yr},
StreamScale -> {0.2, Automatic, 0.01}, StreamPoints -> 100], {xr,
xranges}, {yr, yranges}], PlotRange -> All, ImageSize -> Large]

LineIntegralConvolutionPlot[{1, (5 + 4*x - 2*y)/2/(x - y)}, {x, -6, 1}, {y, -6, 1},
LineIntegralConvolutionScale -> 0.6,
ColorFunction -> GrayLevel, RasterSize -> 200]

Example: Consider the differential equation

$$\frac{{\text d}y}{{\text d}x} = \frac{(2x-2y-2)^2}{(x-1)^2} , \qquad x \ne 1.$$

We exclude the singular point x = 1 where the integral curves have an infinite slope. The right-hand side function (= slope function) is a composition of two functions:

$$\frac{(2x-2y-2)^2}{(x-1)^2} = F(z(x,y)) , \qquad\mbox{where} \quad F(z) = z^2 \quad \mbox{and} \quad z = (2x-2y-2) / (x-1) .$$

The function F(z(x,y)) is not homogeneous, but it can be converted to a homogeneous one by shifting

$$x=X+\alpha \qquad \mbox{and}\qquad y=Y+\beta ,$$

where $\alpha = 1,$ and $\beta = 0 ,$ so $x=X+1, \ y=Y.$ We next substitute $x=X+1$ and $y=Y$ into the given differential equation and simplify. The result is

$$\text{d}Y/\text{d}X = \text{d}y / \text{d}(x-1) = \text{d}y /\text{d}x = (2(x-1) -2y/{x-1} )^2 = ( (2X -2Y) / X )^2 .$$

Setting $Y=vX$ gives us

$$X \text{d}v /\text{d}X +v = 4 (1-v)^2 \qquad \mbox{or} \qquad \text{d}v (4(1-v)^2 -v) = \text{d}X / X .$$

Plotting the direction field, it can be seen that $v = a /2 \approx 1.64039$ is an unstable equilibrium solution, and $v= \frac{b}{2} \approx 0.609612$ is a stable equilibrium solution. These critical points are not singular solutions because integral curves do not touch them, which means that an initial value problem for the differential equation $X\,v' = (2v-a)(2v-b)$ has a unique solution.

Now we return to the original variables. Since $X=x-1, \ Y=y$, and $v=Y/X,$ the original differential equation has the general solution
in implicit form:

$$C|x-1|^{\sqrt{17}} = \left| \frac{8y -(9 + \sqrt{17})(x-1)}{8y -(9 -\sqrt{17})(x-1)} \right| , \qquad x \ne 1.$$

It can be solved with respect to y, and then plotted using the following Mathematica commands:

a:=Abs[Sqrt[17]];
Plot[((x - 1)*(#1 Abs[x - 1]^a *(9 - a) - 9 - a)/(#1 Abs[x - 1]^a - 1)/ 8 &) /@ {-1, 0, 1, 2, 3}, {x, -5, 10}]

LineIntegralConvolutionPlot[{1, (2*x - 2*y - 2)^2 /(x - 1)^2}, {x, -3, 3}, {y, -3, 3}]

The given differential equation has two equilibrium (but not singular) solutions that correspond to v=a/2 and v=b/2:

$$y = (x-1) a/2 = (x-1)\, \frac{9+\sqrt{17}}{8} \qquad \mbox{and} \qquad y = (x-1) b/2 = (x-1) \, \frac{9-\sqrt{17}}{8} .$$