Topics
Mathematical Logic
- Concept of Statements
- Truth Value of Statement
- Logical Connective, Simple and Compound Statements
- Statement Patterns and Logical Equivalence
- Tautology, Contradiction, and Contingency
- Duality
- Quantifier and Quantified 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
- Elementry Transformations
- Properties of Matrix Multiplication
- Application of Matrices
- Applications of Determinants and Matrices
- Overview of Matrices
Trigonometric Functions
- Trigonometric Equations and Their Solutions
- Solutions of Triangle
- Inverse Trigonometric Functions
- Overview of Trigonometric Functions
Pair of Straight Lines
- Combined Equation of a Pair Lines
- Homogeneous Equation of Degree Two
- Angle between lines represented by ax2 + 2hxy + by2 = 0
- General Second Degree Equation in x and y
- Equation of a Line in Space
- Overview of Pair of Straight Lines
Vectors
Line and Plane
- Vector and Cartesian Equations of a Line
- Distance of a Point from a Line
- Distance Between Skew Lines and Parallel Lines
- Equation of a Plane
- Angle Between Planes
- Coplanarity of Two Lines
- Distance of a Point from a Plane
- Overview of Line and Plane
Linear Programming
Differentiation
- Differentiation
- Derivatives of Composite Functions - Chain Rule
- Geometrical Meaning of Derivative
- Derivatives of Inverse Functions
- 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 the Curve, Axis and Line
- Area Between Two Curves
- Overview of Application of Definite Integration
Differential Equations
- Differential Equations
- Order and Degree of a Differential Equation
- Formation of Differential Equations
- Homogeneous Differential Equations
- Linear Differential Equations
- Application of Differential Equations
- Solution of a Differential Equation
- Overview of Differential Equations
Probability Distributions
- Random Variables and Its Probability Distributions
- Types of 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
- Bernoulli Trial
- Binomial Distribution
- Mean of Binomial Distribution (P.M.F.)
- Variance of Binomial Distribution (P.M.F.)
- Bernoulli Trials and Binomial Distribution
- Overview of Binomial Distribution
Key Points: Vector Equation of Line
1.Line through point \[\mathrm{A}(\overline{a})\] and parallel to vector b
\[\overline{r}=\overline{a}+\lambda\overline{b}\]
2. line passing through two points \[\mathrm{A}(\bar{a})\] and \[\mathrm{B}(\bar{b})\]
\[\overline{r}=\overline{a}+\lambda(\overline{b}-\overline{a})\]
Key Points: Cartesian Equation of Line
1.Through A(x1, y1, z1) with direction ratios a, b, c
\[\frac{x-x_1}{a}=\frac{y-y_1}{b}=\frac{z-z_1}{c}\]
- \[x=x_1+\lambda a\]
- \[y=y_1+\lambda b\]
- \[z=z_1+\lambda c\]
2. Through two points A(x₁,y₁,z₁), B(x₂,y₂,z₂)
\[\frac{x-x_1}{x_2-x_1}=\frac{y-y_1}{y_2-y_1}=\frac{z-z_1}{z_2-z_1}\]
Formula: Distance of Point from Line
If line: r = a + λb
Distance of point P(α) from the line:
\[\sqrt{\left|\overline{\alpha}-\overline{a}\right|^2-\left[\frac{\left(\overline{\alpha}-\overline{a}\right)\cdot\overline{b}}{\left|\overline{b}\right|}\right]^2}\]
Formula: Distance Between Skew Lines
\[d=\frac{|(a_2-a_1)\cdot(b_1\times b_2)|}{|b_1\times b_2|}\]
Distance: Distance Between Parallel Lines
\[|(\overline{a_2}-\overline{a_1})\times\hat{b}|\]
Key Points: Vector Equation of Plane
1.Through point \[\mathrm{A}(\overline{a})\] and normal vector n
\[\overline{r}\cdot\overline{n}=\overline{a}\cdot\overline{n}\]
2. Cartesian Form
\[a\left(x-x_{1}\right)+b(y-y_{1})+c(z-z_{1})=0\]
3. Plane Through Three Non-Collinear Points
Vector Form:
\[\left(\overline{r}-\overline{a}\right)\cdot\left(\overline{b}-\overline{a}\right)\times\left(\overline{c}-\overline{a}\right)=0\]
Cartesian form:
\[\begin{vmatrix}
x-x_1 & y-y_1 & z-z_1 \\
x_2-x_1 & y_2-y_1 & z_2-z_1 \\
x_3-x_1 & y_3-y_1 & z_3-z_1
\end{vmatrix}=0\]
Formula: Normal Form of Plane
If a plane at a distance p from the origin and a unit normal \[\hat{n}\]
\[\overline{r}\cdot\hat{n}-p=0\]
Cartesian normal form:
lx + my + nz = p
Formula: Angle between Planes
Normals: n1, n2
\[\cos\theta=\left|\frac{\overline{n}_1\cdot\overline{n}_2}{\left|\overline{n}_1\right|\cdot\left|\overline{n}_2\right|}\right|\]
Formula: Angle Between Line and Plane
If line direction vector = b
Plane normal = n
\[\sin\theta=\left|\frac{\overline{b}\cdot\overline{n}}{\left|\overline{b}\right|\cdot\left|\overline{n}\right|}\right|\]
Formula: Coplanarity of Two Lines
Lines:
\[\overline{r}=\overline{a}_{1}+\lambda_{1}\overline{b}_{1}\]
\[\overline{r}=\overline{a}_2+\lambda_2\overline{b}_2\]
Condition for Coplanarity:
\[\left(\overline{a}_{2}-\overline{a}_{1}\right)\cdot\left(\overline{b}_{1}\times\overline{b}_{2}\right)=0\]
Cartesian Condition:
\[\begin{vmatrix}
x-x_1 & y-y_1 & z-z_1 \\
a_1 & b_1 & c_1 \\
a_2 & b_2 & c_2
\end{vmatrix}=0\]
Formula: Distance of a Point from a Plane
Plane:
\[\bar{r}\cdot\hat{n}=p\]
The distance of the origin from the plane = \[\left|p-{\bar{a}}\cdot{\hat{n}}\right|\]
