Find an autonomous differential equation with all of the following properties:
equilibrium solutions at y=0 and y=3,
y' > 0 for 0 y' < 0 for -inf < y < 0 and 3 < y < inf
dy/dx =

Answers

Answer 1
To find an autonomous differential equation with the given properties, we can start by considering the equilibrium solutions. Since we want equilibrium solutions at y=0 and y=3, we can set up a quadratic equation in the form:

y(y - 3) = 0

Expanding the equation:

y^2 - 3y = 0

Now, let's consider the signs of y' in different intervals:

1. For 0 < y < 3, we want y' to be positive. We can introduce a factor of y on the right-hand side of the equation to ensure this:

y' = ky(y - 3)

2. For y < 0 and y > 3, we want y' to be negative. We can introduce a negative factor of y on the right-hand side to achieve this:

y' = ky(y - 3)(y - 0)

Where k is a constant that determines the rate of change.

Combining the conditions, we can write the autonomous differential equation with the given properties as:

y' = ky(y - 3)(y - 0)

This equation has equilibrium solutions at y=0 and y=3, and satisfies the conditions y' > 0 for 0 < y < 3, and y' < 0 for y < 0 and y > 3.
Answer 2

all the three terms on the right-hand side are positive and hence dy/dx is negative. Thus, this satisfies all the properties given. Therefore, the required autonomous differential equation is:dy/dx = a (y - 3) (y) (y - b).

We can obtain the autonomous differential equation having all of the given properties as shown below:First of all, let's determine the equilibrium solutions:dy/dx = 0 at y = 0 and y = 3y' > 0 for 0 < y < 3For -∞ < y < 0 and 3 < y < ∞, dy/dx < 0This means y = 0 and y = 3 are stable equilibrium solutions. Let's take two constants a and b.a > 0, b > 0 (these are constants)An autonomous differential equation should have the following form:dy/dx = f(y)To get the desired properties, we can write the differential equation as shown below:dy/dx = a (y - 3) (y) (y - b)If y < 0, y - 3 < 0, y - b < 0, and y > b. Therefore, all the three terms on the right-hand side are negative and hence dy/dx is positive.If 0 < y < 3, y - 3 < 0, y - b < 0, and y > b. Therefore, all the three terms on the right-hand side are negative and hence dy/dx is positive.If y > 3, y - 3 > 0, y - b > 0, and y > b. Therefore, all the three terms on the right-hand side are positive and hence dy/dx is negative. Thus, this satisfies all the properties given. Therefore, the required autonomous differential equation is:dy/dx = a (y - 3) (y) (y - b).

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The coefficient of determination is often used to evaluate the usefulness of regression models.

In simple linear regression, r2 is the coefficient of determination. In statistics, a measure of the proportion of the variance in one variable that can be explained by another variable is referred to as the coefficient of determination (R2 or r2).

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