Thursday, May 16, 2024

Differential Equation In Matlab

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Ribbon three dimensional plot:

In this three dimensional plot has different color ribbon, in order to create 3d plot for given function.

Let x^3-y^3

[x,y] = peaks(20);

z =[(x.^3)-(y.^3)];

ribbon(z);

title(‘\bf Ribbon Plot’)

Contour three dimensional plot:

Syntax for the contour plot is

Contour3(x,y,z)

Contour3(z)

Let us consider a function to plot the contour plot

[x,y] = peaks(40);

z = exp(-x.^2-y.^2);

contour3(x,y,z);

title(‘\bf Contour Plot’)

Slice three-dimensional plot:

In order to plot a slice 3d plot we have to know the volumetric data (v) and three dimension coordinates specifications i.e., x,y,z

When you writing a matlab for slice plot when compared with normal 3d plot there will be quite difference between them. i.e., you need to specify each coordinate value. Syntax of slice 3d plot is

slice(x,y,z,v,xslice,yslice,zslice)

slice(v,xslice,yslice,zslice)

Now let us draw a slice for given mathematic equation.

[x,y,z] = meshgrid(-12:.1:12);

v = [exp((x.^2)-(y.^2)-(z.^3))];

xslice = 0.1;

yslice = 5;

zslice = 0;

slice(x,y,z,v,xslice,yslice,zslice)

colorbar

title(‘\bf Slice Plot’)

Differential Equation In Matlab:

Now let solve the differential equation in matlab by considering a simple command diff and pass the functions to solve the equations.

Let’s consider the function f(x)=4x2+3x-2

syms x

f = 4*x^2 + 3*x^(-2);

diff(f)

ans=8*x – 6/x^3

Some rules should be followed while solving differential equation, we can write f'(x) for a first order derivative and f”(x) for a second order derivative.

  1. For any functions f and g and any real numbers a and b are the derivative of the function: h(x) = af(x) + bg(x) with respect to x is given by: h'(x) = af'(x) + bg'(x).
  2. The sum and subtraction rules state that if f and g are two functions, f’ and g’ are their derivatives respectively, then, (f + g)’ = f’ + g’ (f – g)’ = f’ – g’.
  3. The product rule states that if f and g are two functions, f’ and g’ are their derivatives respectively, then, (f.g)’ = f’.g + g’.f.
  4. The quotient rule states that if f and g are two functions, f’ and g’ are their derivatives respectively, then, (f/g)’ = (f’.g – g’.f)/g2.
  5. The polynomial or elementary power rule states that, if y = f(x) = xn , then f’ = n. x(n-1). In this rule the direct outcome is that derivate of any constant is zero i.e., if y = k, any constant, then f’ = 0.
  6. The chain rule states that, the derivative of the function of a function h(x) = f(g(x)) with respect to x is, h'(x)= f'(g(x)).g'(x).
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