Mathematics II
Symmetric Functions (Odd and Even)
Symmetric functions exhibit a mirrored property around a certain value of . This symmetry can simplify integration.
Even Symmetry (around )
- Definition: A function is even if .
- Graphical Interpretation: The graph is symmetric about the y -axis.
- Integration Property: For
Odd Symmetry (around ( 0,0 ))
- Definition: A function is odd if .
- Graphical Interpretation: The graph is symmetric about the origin.
- Integration Property: For
Example: Calculate the integral of from -2 to 2 .
- Symmetry Check: . The function is even.
- Apply Integration Property:
- Integrate:
4. Evaluate:
Area Between Two Curves
The area between two curves and from to is given by the integral of the absolute difference between the functions.
Vertical Area Between Curves
- Formula: The area is given by:
- To Solve:
- Find the points of intersection by solving . These points may define your limits of integration or indicate where the “top” and “bottom” functions switch.
- Determine which function is greater ( or ) over each interval defined by the intersection points and limits.
- Integrate the difference between the upper and lower function over each interval and sum the results.
Example: Find the area between and from to .
- Find Intersection Points: . Intersection points are and . These are also the given limits of integration.
- Determine Upper/Lower Function: For , let’s test . Since in this interval, is the upper curve.
- Set up and Calculate Integral:
Horizontal Area Between Curves
- Concept: If it’s easier to express the curves as and , you can integrate with respect to .
- Formula: The area between and from to is given by:
- To Solve: Similar to the vertical case, but solve for in terms of and integrate with respect to .
Integration by Substitution
This technique is used when an integral contains a composite function and its derivative as a factor. It’s derived from the chain rule for differentiation.
- When to Use: An integral has the form .
- Steps:
- Choose a substitution: Let .
- Find the differential: Calculate .
- Transform the integral: Substitute and into the integral. The integral should now be entirely in terms of .
- Integrate with respect to : If .
- Resubstitute: Replace with to get the final answer in terms of .
- For Definite Integrals:
- Follow steps 1-3.
- Change the limits of integration: If the original limits were and , the new limits will be and .
- Integrate with respect to using the new limits: .
Example: Find the indefinite integral of .
- Substitution: Let .
- Differential: . Rearrange to .
- Transform: The integral becomes .
- Integrate: .
- Resubstitute: .
Example (Definite Integral): Calculate .
- Substitution: Let .
- Differential: . Rearrange to .
- Change Limits: When , . When , .
- Transform and Integrate:
5. Evaluate:
Riemann Sums and the Definite Integral
The definite integral of a function represents the area under its curve. This can be approximated by summing the areas of infinitely many thin rectangles.
- Area Under a Curve: The area under from to can be approximated by summing the areas of rectangular strips of width . The height of each strip is , where is a point within the th subinterval.
- Riemann Sum:
- Definite Integral (by Definition): The exact area is found by taking the limit as the number of strips approaches infinity (and thus the width of each strip approaches zero):
- Approximation Types: ∘ Right-endpoint: ∘ Left-endpoint:
- Midpoint:
Example: Evaluate using the definition (Riemann Sum with right endpoints).
- Identify parameters: .
- Calculate .
- Determine : Using right endpoints, .
- Set up the Riemann Sum:
5. Evaluate the Sum:
Using the formula :
6. Take the Limit:
So, .
Properties of Definite Integrals
These properties help in manipulating and simplifying definite integrals.
- Equal Limits:
- Reversed Limits:
- Splitting an Integral: (for )
- Scalar Multiple:
- Addition/Subtraction:
- Linear Combination:
- Comparison Theorems:
- If on , then .
- If on , then .
- If on , then .
The Fundamental Theorem of Calculus (FTOC)
This theorem connects differentiation and integration, providing a powerful tool for evaluating definite integrals.
- FTOC Part 1 (Derivative of an Integral): If , then
- FTOC Part 2 (Evaluating Definite Integrals): If (i.e., is an antiderivative of ), then
Example: Evaluate using FTOC Part 2.
- Find an antiderivative: The antiderivative of is .
- Apply FTOC:
Indefinite Integrals
An indefinite integral finds the general antiderivative of a function.
- Definition: , where and is the constant of integration.
- Significance: It represents a family of functions whose derivatives are . The constant accounts for the fact that the derivative of a constant is zero.
Common Antiderivatives (derived from differentiation rules):
- (for )
Integration by Parts
This technique is used to integrate the product of two functions, derived from the product rule for differentiation.
- Formula (Standard):
where .
- Formula (Leibniz Notation): Let and . Then and .
When to Use:
- When one part of the integrand ( or ) can be differentiated to zero after a few steps (e.g., polynomials).
- When one part ( or ) is easily integrable, and the other part ( or ) is differentiable.
- When the integral cannot be solved by substitution.
- Tabular Method: This is a systematic way to perform integration by parts when multiple steps are needed.
- Create a table with columns for “Sign” (+/-), “f” (function to differentiate), “g” (function to integrate), “f’” (derivative of f), “sg” (integral of g), ” g” (second integral of g), etc.
- Choose such that its derivatives eventually become zero.
- The result is the sum of the products of the diagonal elements, with alternating signs, plus the integral of the product of the last row’s ” ” derivative and ” ” integral (if needed).
Example: Find the integral of .
- Choose Functions: Let (will differentiate to 0 ) and (easy to integrate). Then and .
- Apply Integration by Parts (Tabular Method):
Sign | f (Differentiate) | g (Integrate) |
- | ||
+ | ||
- | 6 | |
+ | 0 |
- Combine Diagonals:
Example: Find the integral of .
- Choose Functions: We don’t have a product of two functions directly, but we can think of as . Let (differentiates nicely) and (easy to integrate). Then and .
- Apply Integration by Parts:
Improper Integrals
Improper integrals occur when:
- At least one limit of integration is infinite.
- The integrand has a vertical asymptote within the interval of integration.
Type 1: Infinite Limits of Integration
- Form: , or .
- Evaluation: Use limits.
- (split at any convenient point )
- Convergence/Divergence: If the limit exists and is finite, the integral converges. Otherwise, it diverges.
Example: Evaluate .
- Set up with limit:
- Integrate:
- Evaluate Limit:
The integral converges to 1.
Type 2: Integrand with Asymptote
- Form: where has a vertical asymptote at some in .
- Evaluation: Split the integral at the point of discontinuity.
- If asymptote is at .
- Evaluate each part using limits:
- Convergence/Divergence: For the overall integral to converge, both split integrals must converge.
Example: Evaluate .
- Identify Asymptote: The integrand has a vertical asymptote at .
- Split and Use Limits:
- Integrate:
- Evaluate Limit:
The integral converges to 2.
Integration by Partial Fractions
This technique is used to integrate rational functions (a polynomial divided by another polynomial) by decomposing the integrand into simpler fractions.
- When to Use: Integrals of the form where can be factored into linear or irreducible quadratic factors.
- Steps:
- Factor the Denominator: Factor completely into linear factors ( ) and irreducible quadratic factors .
- Decompose: Set up the partial fraction decomposition:
- For each distinct linear factor , use a term .
- For each repeated linear factor , use terms .
- For each irreducible quadratic factor , use a term .
- Solve for Coefficients: Multiply both sides of the decomposition by the original denominator to clear fractions. Then, solve for the unknown coefficients (A, B, etc.) by either:
- Strategic Substitution: Plugging in the roots of the factors.
- Equating Coefficients: Expanding both sides and matching coefficients of like powers of .
- Integrate: Integrate the resulting sum of simpler fractions.
- Integrals of Decomposed Terms:
- (for )
- often requires completing the square and using substitution or trigonometric substitution.
Example: Evaluate .
- Factor Denominator: .
- Decompose:
- Solve for Coefficients: Multiply by : . ∘ Let . Let .
- Integrate:
Multivariate Functions
A multivariate function maps independent variables to a single dependent variable. , where . The graph exists in dimensions. We can visualize functions with , where the graph is a surface in .
Domain Constraints
For multivariate functions, constraints on the input variables define the domain. These constraints can be represented as regions in the -plane (for 2 -variate functions).
- Example: For , the domain requires . This is the region above or on the line .
- Example: For , the domain requires , which simplifies to . This is the interior of an ellipse.
Graphing 2-Variate Functions with Level Curves (Contour Maps)
- Concept: The graph of is a surface in . To visualize this, we can plot its “level curves” or “contour curves” on the plane.
- Method:
- Set for various constant values of .
- The equation represents a curve in the plane. Each curve corresponds to a specific height on the surface.
- Plotting these curves together creates a contour map, which is a 2D representation of the 3D surface.
Example: Sketch level curves for for .
- Set .
- Plot for each : ∘ (Parabola opening upwards, vertex at (0, 2)) ∘ (Parabola opening upwards, vertex at (0, 1)) o (Parabola opening upwards, vertex at ( 0,0 )) ∘ (Parabola opening upwards, vertex at ( )) o (Parabola opening upwards, vertex at (0, -2))
Limits and Continuity of Multivariate Functions
Limits
- Definition: The limit of as ( ) approaches ( ) exists and equals if can be made arbitrarily close to by taking sufficiently close to , regardless of the path taken.
- Non-Existence: If different paths of approach yield different limits, the limit does not exist. This is often the easiest way to prove a limit doesn’t exist.
- Methods to Evaluate/Disprove Limits:
- Direct Substitution: If the function is continuous at , simply substitute the values.
- Orthogonal Lines (Freezing Variables): Evaluate the limit by setting one variable constant (e.g., or ) and taking the limit with respect to the other variable. If the limits obtained by freezing and freezing are different, the overall limit does not exist.
- Parametrization (e.g., lines through the origin): Substitute or polar coordinates . If the resulting limit depends on or , the limit does not exist.
- Testing Paths: Approach ( ) along different paths (e.g., ). If limits differ, the limit DNE.
Example: Determine the limit of as .
- Check Direct Substitution: , indeterminate.
- Test Paths: o Path 1: Along the x-axis :
- Path 2: Along the axis :
Since the limits along different paths are different (1 vs. -1), the limit does not exist.
Continuity
- Definition: A function is continuous at a point if:
- is defined.
- exists.
- .
Partial Differentiation
Partial derivatives measure the rate of change of a multivariate function with respect to one variable, while holding all other variables constant.
Slope of a Surface
- Concept: For a surface , the “slope” at a point can be considered in different directions. The partial derivatives give the slope in the directions parallel to the coordinate axes.
- Partial Derivative with respect to ( or ): This is the slope of the surface in the direction of the x-axis. To calculate it, treat as a constant and differentiate with respect to .
- Partial Derivative with respect to ( or ): This is the slope of the surface in the direction of the y-axis. To calculate it, treat as a constant and differentiate with respect to .
Partial Differentiation by First Principles
- Formula:
Partial Differentiation by Fixing Variables
This is the more common and practical method.
- Method: To find , treat all variables other than as constants and differentiate with respect to . Similarly, to find , treat all variables other than as constants and differentiate with respect to .
Example: Find the partial derivatives of .
- Partial derivative with respect to : Treat as a constant.
- Partial derivative with respect to : Treat as a constant.
Second-Order Partial Derivatives
- Definition: Differentiating a first-order partial derivative again.
- Notation:
- Clairaut’s Theorem (Symmetry of Mixed Partials): If and are continuous in a region, then .
Tangent Plane
- Concept: The tangent plane is a plane that “touches” the surface at a specific point and has the same slope as the surface at that point in the and directions.
- Equation: The equation of the tangent plane at is:
This is analogous to the equation of a tangent line for a single-variable function.
Example: Find the equation of the tangent plane to at .
- Find . The point is .
- Find partial derivatives:
- Evaluate partial derivatives at
- Plug into tangent plane equation:
Gradient
- Definition: The gradient of a scalar-valued function (like or ) is a vector that points in the direction of the greatest rate of increase of the function, and its magnitude is that greatest rate of increase.
- Notation: or .
- Formula (for ):
- Formula (for ):
- Magnitude: The magnitude represents the maximum rate of change.
- Direction: The direction of is the direction of the steepest ascent. The direction of is the direction of the steepest descent.
Example: Find the gradient of at the point .
- Find partial derivatives:
- Evaluate at
- Form the gradient vector:
Double Integrals
Double integrals are used to calculate the volume under a surface over a region in the plane.
- Notation:
- dA: Represents an infinitesimal area element in the plane. In Cartesian coordinates, or .
- Evaluation (Iterated Integrals): Double integrals are typically evaluated as iterated integrals. The order of integration ( or ) can sometimes be swapped (Fubini’s Theorem), especially over rectangular regions. o Order
- The inner integral treats as a constant. The limits and can be functions of .
- The outer integral integrates the result of the inner integral with respect to . The limits and are constants.
- Order
- The inner integral treats as a constant. The limits and can be functions of .
- The outer integral integrates the result with respect to . The limits and are constants.
Example: Evaluate where is the rectangle .
- Set up as iterated integral: We can choose either order. Let’s use .
- Evaluate inner integral (with respect to , treating as constant):
- Evaluate outer integral (with respect to ):
The volume is 8 .
Example (Non-Rectangular Region): Evaluate where is bounded by .
- Sketch the Region: The region is a triangle with vertices at .
- Set up Iterated Integral: It’s usually easier to integrate for this shape.
- goes from 0 to 2 .
- For a fixed goes from the lower boundary ( ) to the upper boundary ( ).
- Evaluate Inner Integral (with respect to , treating as constant):
- Evaluate Outer Integral (with respect to ):

