Chapter 4: Problem 209
Are the following differential equations linear? Explain your reasoning. $$ \frac{d y}{d t}=t y $$
Short Answer
Expert verified
The differential equation is not linear because it involves the product \( ty \).
Step by step solution
01
Understanding Linear Differential Equations
A differential equation is linear if it can be expressed in the form \( a_n(t)\frac{d^n y}{dt^n} + a_{n-1}(t)\frac{d^{n-1} y}{dt^{n-1}} + \dots + a_1(t)\frac{d y}{dt} + a_0(t)y = g(t) \), where \( a_i(t) \) and \( g(t) \) are functions of \( t \) only, not functions of \( y \). There should be no products or powers of \( y \) greater than 1 except in the terms involving derivatives.
02
Identifying Terms in the Equation
The given equation is \( \frac{d y}{d t} = t y \). Here, the left side is a first derivative \( \frac{d y}{d t} \), and the right side is the product of \( t \) and \( y \).
03
Analyzing the Form of the Equation
For the equation to be linear, the term involving \( y \) on the right side should be a linear term or absent. However, the term \( ty \) is a product of the variable \( y \) and a function of \( t \), which indicates a non-linearity.
04
Conclusion on Linearity
Since the term \( ty \) involves a product of \( y \) and does not match the form of a linear differential equation, the given equation \( \frac{d y}{d t} = t y \) is not linear.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
First-order Differential Equations
First-order differential equations are equations that involve the first derivative of a function. In simple terms, these types of equations describe how the rate of change of a variable depends on the variable itself and possibly on an independent variable.
In mathematical expression, they often look like:
When dealing with first-order differential equations, it's important to note whether they are linear or non-linear. Knowing this will help determine the methods to solve them.
In mathematical expression, they often look like:
- \( \frac{dy}{dt} = f(t, y) \)
When dealing with first-order differential equations, it's important to note whether they are linear or non-linear. Knowing this will help determine the methods to solve them.
Non-linear Differential Equations
Non-linear differential equations are those where the function or its derivatives are raised to a power or multiplied together. They are more complex compared to linear equations and do not fit into the straightforward linear form.
The provided exercise is an example of a non-linear differential equation. It is expressed as \( \frac{d y}{d t} = t y \), involving a product of the dependent variable (\(y\)) and the independent variable (\(t\)).
Unlike linear equations that can be solved using a standard set of methods, non-linear equations often require special techniques or numerical methods.
Here's what makes an equation non-linear:
The provided exercise is an example of a non-linear differential equation. It is expressed as \( \frac{d y}{d t} = t y \), involving a product of the dependent variable (\(y\)) and the independent variable (\(t\)).
Unlike linear equations that can be solved using a standard set of methods, non-linear equations often require special techniques or numerical methods.
Here's what makes an equation non-linear:
- Products or powers of the dependent variable (other than 0 or 1)
- Non-linear terms in derivatives
Analysis of Differential Equations
Analyzing differential equations involves understanding their behavior and characteristics. It's essential to determine whether they are linear or non-linear, as each type uses different methodologies for solving and interpreting.
For a differential equation to be linear, it must comply with a specific form:
Understanding these aspects is crucial. It allows a more profound insight into how systems modeled by these equations evolve over time, and which mathematical tools can be applied for their resolution.
For a differential equation to be linear, it must comply with a specific form:
- It can only include terms where the function or its derivatives are multiplied by functions of the independent variable alone.
- There should be no product of the function with itself, or higher powers of the function.
Understanding these aspects is crucial. It allows a more profound insight into how systems modeled by these equations evolve over time, and which mathematical tools can be applied for their resolution.