Topics
Mathematical Logic
- Statements and Truth Values in Mathematical Logic
- Logical Connectives
- Tautology, Contradiction, and Contingency
- Quantifier, Quantified and Duality Statements in Logic
- Negations of Compound Statements
- Converse, Inverse, and Contrapositive
- Algebra of Statements
- Application of Logic to Switching Circuits
- Overview of Mathematical Logic
Matrices
Trigonometric Functions
Pair of Straight Lines
Vectors
Line and Plane
Linear Programming
Differentiation
- Introduction & Derivatives of Some Standard Functions
- Derivative of Composite Functions
- Geometrical Meaning of Derivative
- Derivative of Inverse Function
- Logarithmic Differentiation
- Derivatives of Implicit Functions
- Derivatives of Parametric Functions
- Higher Order Derivatives
- Overview of Differentiation
Applications of Derivatives
- Applications of Derivatives in Geometry
- Derivatives as a Rate Measure
- Approximations
- Rolle's Theorem
- Lagrange's Mean Value Theorem (LMVT)
- Increasing and Decreasing Functions
- Maxima and Minima
- Overview of Applications of Derivatives
Indefinite Integration
Definite Integration
- Definite Integral as Limit of Sum
- Integral Calculus
- Methods of Evaluation and Properties of Definite Integral
- Overview of Definite Integration
Application of Definite Integration
- Application of Definite Integration
- Area Bounded by Two Curves
- Overview of Application of Definite Integration
Differential Equations
Probability Distributions
- Random Variables
- Probability Distribution of Discrete Random Variables
- Probability Distribution of a Continuous Random Variable
- Variance of a Random Variable
- Expected Value and Variance of a Random Variable
- Overview of Probability Distributions
Binomial Distribution
Definition: Definite Integral
-
Definite integral = limit of Riemann sum
-
It represents the area under the curve from x = a to x = b
Fundamental Theorem of Integral Calculus
Let f be the continuous function defined on [a, b] and if \[\int f(x)dx=g(x)+c\] then \[\int_{a}^{b}f\left(x\right)dx=g\left(b\right)-g\left(a\right)\]
Formula: Reduction Formula
\[\begin{aligned}
\int_{0}^{\pi/2}\sin^{n}xdx & =\quad\frac{(n-1)}{n}\cdot\frac{(n-3)}{(n-2)}\cdot\frac{(n-5)}{(n-4)}\cdot\cdot\cdot\frac{4}{5}\frac{2}{3},\quad\mathrm{if~}n\mathrm{~is~odd}. \\
& =\quad\frac{(n-1)}{n}\cdot\frac{(n-3)}{(n-2)}\cdot\frac{(n-5)}{(n-4)}\cdot\cdot\cdot\frac{3}{4}\frac{1}{2}\cdot\frac{\pi}{2},\quad\mathrm{if~}n\mathrm{~is~even}.
\end{aligned}\]
\[\int_{0}^{\pi_{2}}\cos^{n}xdx=\int_{0}^{\pi_{2}}\left[\cos\left(\frac{\pi}{2}-0\right)\right]^{n}dx=\int_{0}^{\pi_{2}}\left[\sin x\right]^{n}dx=\int_{0}^{\pi_{2}}\sin^{n}xdx\]
Key Points: Properties of Definite Integrals
Property I:
\[\int_{a}^{a}f(x)dx=0\]
Property II:
\[\int_{a}^{b}f\left(x\right)dx=-\int_{b}^{a}f\left(x\right)dx\]
Property III:
\[\int_{a}^{b}f(x)dx=\int_{a}^{b}f(t)dt\]
Property IV:
\[\int_{a}^{b}f\left(x\right)dx=\int_{a}^{c}f\left(x\right)dx+\int_{c}^{b}f\left(x\right)dx\]
where a < c < b i.e. c ∈ [a, b]
Property V:
\[\int_{a}^{b}f(x)dx=\int_{a}^{b}f(a+b-x)dx\]
Property VI:
\[\int_{0}^{a}f(x)dx=\int_{0}^{a}f(a-x)dx\]
Property VII:
\[\int_{0}^{2a}f\left(x\right)dx=\int_{0}^{a}f\left(x\right)dx+\int_{0}^{a}f\left(2a-x\right)dx\]
Property VIII:
$$\int_{-a}^{a} f(x) \, dx = 2 \cdot \int_{0}^{a} f(x) \, dx \quad , \text{ if } f(x) \text{ even function}$$
$$
= 0 \quad , \text{ if } f(x) \text{ is odd function}$$
