ODE Solution
- ODE stands for Ordinary Differential Equation.
- It is an equation containing one or more derivatives of an unknown function.
- ODEs are commonly used to model various dynamic systems.
Example:
Let’s consider the following ODE:
$$\frac{dy}{dx} = -2x^2 + 4x + 3$$
- To solve this ODE, we need to find the unknown function that satisfies the equation.
Method 1: Integrating Factor
- Determine the integrating factor, given by:
$$\text{Integrating factor} = e^{\int P(x) ,dx}$$
- Multiply the ODE by the integrating factor.
$$e^{\int P(x) ,dx} \cdot \frac{dy}{dx} + e^{\int P(x) ,dx} \cdot Q(x) = 0$$
- Rewrite the equation as a product rule for differentiation.
$$\frac{d}{dx} \left( y \cdot e^{\int P(x) ,dx} \right) = 0$$
Method 2: Separation of Variables
- Rewrite the ODE in the form:
$$\frac{dy}{dx} = F(x) \cdot G(y)$$
- Separate the variables by dividing both sides:
$$\frac{1}{G(y)} ,dy = F(x) ,dx$$
- Integrate both sides with respect to their respective variables.
$$\int \frac{1}{G(y)} ,dy = \int F(x) ,dx$$
- The Intermediate Value Theorem (IVT) guarantees that if a function is continuous on a closed interval and takes on two distinct values, it must also take on every value in between.
Let $$f(x)$$ be a function continuous on the closed interval $$[a, b]$$. If $$k$$ is any number between $$f(a)$$ and $$f(b)$$, then there exists a number $$c$$ in the open interval $$(a, b)$$ such that $$f(c) = k$$.
Consider the function $$f(x) = x^3 - 6x^2 + 11x - 6$$ defined on the interval $$[1, 3]$$. We want to find if there exists a value $$c$$ such that $$f(c) = 2$$.
- We can observe that $$f(1) = 1$$ and $$f(3) = 8$$.
- Since the function is continuous and $$2$$ is between $$f(1)$$ and $$f(3)$$, there must exist a number $$c$$ in the interval $$(1, 3)$$ such that $$f(c) = 2$$.
General Statement:
Let $$f(x)$$ be a function continuous on the closed interval $$[a, b]$$. If $$k$$ is any number between $$f(a)$$ and $$f(b)$$, then there exists a number $$c$$ in the open interval $$(a, b)$$ such that
$$f(c) = k$$.
- The Intermediate Value Theorem holds for all continuous functions, regardless of their form or complexity.
- It is a powerful tool in mathematical analysis and has widespread applications.
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Slide 21
- Solving ODEs using the integrating factor method:
- Determine the integrating factor e^(∫P(x) dx)
- Multiply the ODE by the integrating factor
- Rewrite the equation using the product rule for differentiation
- Solve for the unknown function
Slide 22
- Example: Solve the ODE using the integrating factor method:
- ODE: dy/dx + 2y = 5x
- P(x) = 2
- Integrating factor = e^(∫2 dx) = e^(2x)
- Multiply ODE by e^(2x): e^(2x) dy/dx + 2e^(2x) y = 5x e^(2x)
- Rewrite as a product rule: d/dx(ye^(2x)) = 5x e^(2x)
- Integrate both sides and solve for y
Slide 23
- Solving ODEs using the separation of variables method:
- Rewrite the ODE in the form: dy/dx = F(x) * G(y)
- Separate the variables by dividing both sides
- Integrate both sides with respect to their respective variables
- Solve for the unknown function
Slide 24
- Example: Solve the ODE using the separation of variables method:
- ODE: (4x + 3) dx + (2y - 1) dy = 0
- Rewrite as dy/dx = (4x + 3) / (1 - 2y)
- Separate variables: (1 - 2y) dy = (4x + 3) dx
- Integrate both sides: ∫(1 - 2y) dy = ∫(4x + 3) dx
- Solve for y
Slide 25
- The Intermediate Value Theorem (IVT) states:
- If a function f(x) is continuous on the closed interval [a, b]
- And f(a) and f(b) have opposite signs (one positive and one negative)
- Then there exists a number c in the open interval (a, b)
- Such that f(c) = 0
Slide 26
- Example: Verify if the function has a root using the IVT
- f(x) = x^2 - 5x + 6
- Interval [2, 4]
- f(2) = 2^2 - 5 * 2 + 6 = 0
- f(4) = 4^2 - 5 * 4 + 6 = 2
- Since f(2) = 0 and f(4) = 2, there exists a number c in (2, 4) where f(c) = 0
Slide 27
- The Intermediate Value Theorem (IVT) guarantees:
- Existence of a solution of the equation f(x) = k
- When f(x) is a continuous function on the closed interval [a, b]
- And k is between f(a) and f(b)
- There exists a number c in (a, b) such that f(c) = k
Slide 28
- Example: Find a value of c using the IVT
- f(x) = 3x + 2
- Interval [-2, 1]
- f(-2) = 3 * (-2) + 2 = -4
- f(1) = 3 * 1 + 2 = 5
- k = 1
- Since 1 is between -4 and 5, there exists a number c in (-2, 1) where f(c) = 1
Slide 29
- The Intermediate Value Theorem (IVT) is useful in various applications, such as:
- Finding the existence of solutions to equations
- Proving properties of continuous functions
- Calculating roots of equations
- Estimating values for data points within a range
Slide 30
- Summary:
- ODEs can be solved using methods like integrating factor or separation of variables.
- The Intermediate Value Theorem guarantees the existence of solutions to continuous functions.
- The IVT is a powerful tool in mathematics and has diverse applications.
- Understanding these concepts is essential for studying integral calculus and analysis.