Application of Double Integration 1

Applications of Double Integrals

Double integration is a fundamental tool in multivariable calculus used to compute volumes, areas, mass, centroids, and physical quantities over two-dimensional regions.


1. Volume Under a Surface

If $z = f(x,y)$ over region $R$, the volume is:

$$ V = \iint_R f(x,y)\, dA $$

Illustration

Surface

2. Area of a Plane Region

The area of region $R$:

$$ A = \iint_R 1\, dA $$

Example Region (Circle)

R

3. Mass of a Lamina

If density is $\rho(x,y)$:

$$ M = \iint_R \rho(x,y)\, dA $$

If density is constant $\rho = k$:

$$ M = k \cdot \text{Area}(R) $$


4. Center of Mass (Centroid)

$$ \bar{x} = \frac{1}{M} \iint_R x \rho(x,y)\, dA $$ $$ \bar{y} = \frac{1}{M} \iint_R y \rho(x,y)\, dA $$

Centroid Illustration

(x̄, ȳ)

5. Moments of Inertia

$$ I_x = \iint_R y^2 \rho(x,y)\, dA $$ $$ I_y = \iint_R x^2 \rho(x,y)\, dA $$ $$ I_0 = \iint_R (x^2 + y^2)\rho(x,y)\, dA $$


6. Probability Applications

If $f(x,y)$ is a joint probability density function:

$$ P((x,y)\in R) = \iint_R f(x,y)\, dA $$ $$ \iint_{\mathbb{R}^2} f(x,y)\, dA = 1 $$


7. Surface Area

If $z = f(x,y)$:

$$ A = \iint_R \sqrt{1 + \left(\frac{\partial f}{\partial x}\right)^2 + \left(\frac{\partial f}{\partial y}\right)^2} \, dA $$

Surface Illustration

Surface

End of Notes

Applications of Double Integrals

Area Enclosed by Plane Curves


Illustration 16.1

Find the area of a quadrant of the circle

$$x^2 + y^2 = a^2$$

Solution:

$$ A=\int_{0}^{a}\int_{0}^{\sqrt{a^2-x^2}} dy\,dx = \int_{0}^{a} \sqrt{a^2-x^2}\, dx $$

$$ A=\frac{\pi a^2}{4} $$

Answer: $$\boxed{\frac{\pi a^2}{4}}$$


Illustration 16.2

Find the area bounded by

$$y = 2-x, \qquad y^2 = 2(x+2)$$

Intersection:

$$ (2-x)^2=2(x+2) $$ $$ x^2-6x=0 \Rightarrow x=0,6 $$

Using horizontal strips: $$ A=\int_{-4}^{2}\left(4-y-\frac{y^2}{2}\right)dy $$

$$ A=18 $$

Answer: $$\boxed{18}$$


Illustration 16.3

Find the area bounded by

$$2x-3y+4=0,\quad x+y-3=0,\quad y=0$$

Intersection Points:

$$(-2,0),\; (3,0),\; (1,2)$$

$$ A=\int_{0}^{2}\int_{\frac{3y-4}{2}}^{3-y} dx\,dy $$

$$ A=5 $$

Answer: $$\boxed{5}$$


Illustration 16.4

Find the area bounded by

$$x^2=4(y+2), \quad x^2=3-y$$

Intersection:

$$y=-1, \quad x=\pm 2$$

$$ A=\int_{-2}^{2}\left(5-\frac{5x^2}{4}\right)dx $$

$$ A=\frac{172}{15} $$

Answer: $$\boxed{\frac{172}{15}}$$


Illustration 16.5

Find the area bounded by

$$x(x^2+y^2)=a(x^2-y^2)$$

Using polar substitution: $$x=a\cos\theta$$

$$ A=4a^2\int_{0}^{\pi/2} \left(\sin^2\frac{\theta}{2} -2\sin^4\frac{\theta}{2}\right)d\theta $$

$$ A=\frac{\pi a^2}{2} $$

Answer: $$\boxed{\frac{\pi a^2}{2}}$$


End of Chapter Section

Application of Double Integration

Applications of Double Integrals

Area Enclosed by Plane Curves

Double integration is used to compute area, volume, mass and many physical quantities.

$$A = \iint_R 1\, dA$$

Example 1

Find the area of a quadrant of $x^2 + y^2 = a^2$.

🔽 Show Step-by-Step Solution
Using vertical strips: $$A=\int_0^a \int_0^{\sqrt{a^2-x^2}} dy\,dx$$
$$A=\int_0^a \sqrt{a^2-x^2}\,dx$$
Using standard integral: $$\int \sqrt{a^2-x^2}dx =\frac{x}{2}\sqrt{a^2-x^2} +\frac{a^2}{2}\sin^{-1}\left(\frac{x}{a}\right)$$
Evaluating limits: $$A=\frac{\pi a^2}{4}$$
Final Answer: $$\boxed{\frac{\pi a^2}{4}}$$

Example 2

Find the area bounded by $y=2-x$, $y^2=2(x+2)$.

🔽 Show Step-by-Step Solution
Intersection points: $$(2-x)^2=2(x+2)$$ $$x=0,6$$
Using horizontal strips: $$A=\int_{-4}^{2}\int_{(y^2/2)-2}^{2-y} dx\,dy$$
$$A=\int_{-4}^{2}\left(4-y-\frac{y^2}{2}\right) dy$$
After evaluation: $$A=18$$
Final Answer: $$\boxed{18}$$

Example 3

Find the area bounded by $2x-3y+4=0$, $x+y-3=0$, $y=0$.

🔽 Show Step-by-Step Solution
Vertices: $$(-2,0), (3,0), (1,2)$$
$$A=\int_{0}^{2}\int_{\frac{3y-4}{2}}^{3-y} dx\,dy$$
$$A=\int_{0}^{2}\left(5-\frac{5y}{2}\right) dy$$
$$A=5$$
Final Answer: $$\boxed{5}$$

Example 4

Find the area bounded by $x^2=4(y+2)$ and $x^2=3-y$.

🔽 Show Step-by-Step Solution
Intersection: $$4(y+2)=3-y$$ $$y=-1,\quad x=\pm2$$
$$A=\int_{-2}^{2}\int_{\frac{x^2}{4}-2}^{3-x^2} dy\,dx$$
$$A=\int_{-2}^{2}\left(5-\frac{5x^2}{4}\right) dx$$
$$A=\frac{172}{15}$$
Final Answer: $$\boxed{\frac{172}{15}}$$

Example 5

Find the area bounded by $x(x^2+y^2)=a(x^2-y^2)$.

🔽 Show Step-by-Step Solution
Using polar substitution: $$r = a\cos(2\theta)\sec\theta$$
Area of full loop: $$A=4a^2\int_{0}^{\pi/2} \left(\sin^2\frac{\theta}{2} -2\sin^4\frac{\theta}{2}\right)d\theta$$
After evaluation: $$A=\frac{\pi a^2}{2}$$
Final Answer: $$\boxed{\frac{\pi a^2}{2}}$$

Conclusion

Double integrals are powerful tools for computing area, volume, and many physical applications.

LDLT Factorization

LDLT Factorization – Detailed Numerical Examples

Dr. Brajesh Kumar Jha


General Formula

For symmetric matrix $A$:

$$ A = L D L^T $$ $$ d_k = a_{kk} - \sum_{j=1}^{k-1} l_{kj}^2 d_j $$ $$ l_{ik} = \frac{1}{d_k} \left( a_{ik} - \sum_{j=1}^{k-1} l_{ij} l_{kj} d_j \right) $$

Example 1

$$ A = \begin{bmatrix} 4 & 2 & 2 \\ 2 & 5 & 1 \\ 2 & 1 & 3 \end{bmatrix} $$

Step 1

$$ d_1 = 4 $$ $$ l_{21} = \frac{2}{4} = \frac{1}{2}, \quad l_{31} = \frac{2}{4} = \frac{1}{2} $$

Step 2

$$ d_2 = 5 - \left(\frac{1}{2}\right)^2(4) $$ $$ = 5 - 1 = 4 $$ $$ l_{32} = \frac{1}{4} \left( 1 - \frac{1}{2}\cdot\frac{1}{2}\cdot 4 \right) = \frac{1}{4}(1-1)=0 $$

Step 3

$$ d_3 = 3 - \left(\frac{1}{2}\right)^2(4) $$ $$ = 3 - 1 = 2 $$

Final Matrices

$$ L = \begin{bmatrix} 1 & 0 & 0 \\ \frac{1}{2} & 1 & 0 \\ \frac{1}{2} & 0 & 1 \end{bmatrix} $$ $$ D = \begin{bmatrix} 4 & 0 & 0 \\ 0 & 4 & 0 \\ 0 & 0 & 2 \end{bmatrix} $$

Example 2

$$ A = \begin{bmatrix} 2 & -1 & 1 \\ -1 & 2 & -1 \\ 1 & -1 & 2 \end{bmatrix} $$

Step 1

$$ d_1 = 2 $$ $$ l_{21} = -\frac{1}{2}, \quad l_{31} = \frac{1}{2} $$

Step 2

$$ d_2 = 2 - \left(-\frac{1}{2}\right)^2(2) $$ $$ = 2 - \frac{1}{2} = \frac{3}{2} $$ $$ l_{32} = \frac{1}{\frac{3}{2}} \left( -1 - \left(\frac{1}{2}\right)\left(-\frac{1}{2}\right)(2) \right) $$ $$ = \frac{2}{3}\left(-1+\frac{1}{2}\right) = -\frac{1}{3} $$

Step 3

$$ d_3 = 2 - \left(\frac{1}{2}\right)^2(2) - \left(-\frac{1}{3}\right)^2\left(\frac{3}{2}\right) $$ $$ = 2 - \frac{1}{2} - \frac{1}{6} = \frac{4}{3} $$

Example 3

$$ A = \begin{bmatrix} 9 & 3 & 6 \\ 3 & 5 & 4 \\ 6 & 4 & 10 \end{bmatrix} $$

Step 1

$$ d_1 = 9 $$ $$ l_{21} = \frac{3}{9}=\frac{1}{3}, \quad l_{31} = \frac{6}{9}=\frac{2}{3} $$

Step 2

$$ d_2 = 5 - \left(\frac{1}{3}\right)^2(9) $$ $$ = 5 - 1 = 4 $$ $$ l_{32} = \frac{1}{4} \left( 4 - \frac{2}{3}\cdot\frac{1}{3}\cdot9 \right) = \frac{1}{2} $$

Step 3

$$ d_3 = 10 - \left(\frac{2}{3}\right)^2(9) - \left(\frac{1}{2}\right)^2(4) $$ $$ = 10 - 4 - 1 = 5 $$

Indefinite Matrix Example

$$ A = \begin{bmatrix} 1 & 2 & 0 \\ 2 & 1 & 2 \\ 0 & 2 & 1 \end{bmatrix} $$

Step 1

$$ d_1 = 1 $$ $$ l_{21} = 2, \quad l_{31}=0 $$

Step 2

$$ d_2 = 1 - (2)^2(1) $$ $$ = 1 - 4 = -3 $$ $$ l_{32} = \frac{1}{-3}(2) = -\frac{2}{3} $$

Step 3

$$ d_3 = 1 - \left(-\frac{2}{3}\right)^2(-3) $$ $$ = 1 + \frac{4}{3} = \frac{7}{3} $$

Since $d_2 < 0$, the matrix is indefinite.


Comparison: LDLT vs Cholesky

LDLT Cholesky
$A = L D L^T$ $A = L L^T$
No square roots Uses square roots
Works for indefinite matrices Only positive definite

Conclusion

  • If all $d_i > 0$ → Positive definite matrix
  • If some $d_i < 0$ → Indefinite matrix
  • LDLT avoids square roots

Assignment: Probability and Statistics Basic

Sticky Ad Probability Problems with Detailed Solutions Click each question to expand the detailed interpretation and solution. ...