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Direction fields with technology Plot a direction field for the following differential equation with a graphing utility. Then find the solutions that are constant and determine which initial conditions \(y(0)=A\) lead to solutions that are increasing in time. $$y^{\prime}(t)=t(y-1), 0 \leq t \leq 2,0 \leq y \leq 2$$

Short Answer

Expert verified
Answer: Initial conditions with \(A > 1\) will lead to solutions that are increasing in time.

Step by step solution

01

Equation of Direction Field

To plot a direction field, we need to create a mesh of points and draw arrows based on the value of the differential equation, which is given by \(y'(t)=t(y-1)\). To plot this using a graphing utility, we need to first set the range for t and y. In this exercise, we are given the ranges as \(0 \leq t \leq 2\) and \(0 \leq y \leq 2\). Using these ranges, plot the direction field for the equation \(y'(t)=t(y-1)\) using a graphing utility such as Desmos or Wolfram Alpha.
02

Finding Constant Solutions

To find the constant solutions, we should look for the situations when the function \(y(t)\) does not change. Mathematically, it means that we need to find the values of \(y\) for which \(y'(t) = 0\). From the given equation, the derivative is given as: $$y'(t) = t(y - 1)$$ Setting \(y'(t)\) to zero, we get: $$0 = t(y - 1)$$ As we can see, if \(y= 1\), the function \(y'(t)\) will be zero, regardless of the value of \(t\). Hence, the constant solution is \(y(t) = 1\).
03

Determining Increasing Solutions from Initial Condition \(y(0)=A\)

Now that we have the direction field plot and the constant solutions, our task is to find the initial conditions \(y(0) = A\) that lead to increasing solutions. To do that, we will study the given differential equation: $$y'(t) = t(y - 1)$$ In order for a solution to be increasing, its derivative, \(y'(t)\) must be positive. Therefore, we want to find the conditions for which \(y'(t) > 0\). We know that: $$y'(t) = t(y - 1)$$ Given the range \(0 \leq t \leq 2\), we know that \(t\) will always be non-negative. Thus, the sign of \(y'(t)\) will be determined by the factor \((y - 1)\). If \((y-1) > 0\), then \(y'(t) > 0\) and the solution will be increasing. When \(t=0\), \(y(0)=A\). So, to find the initial conditions that lead to increasing solutions, we must find when \((y(0)-1) > 0\) or \((A-1) > 0\). From this inequality, we can say that: $$A > 1$$ Thus, any initial condition \(y(0)=A\) where \(A>1\) will lead to solutions that are increasing in time.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Differential Equation
A differential equation is like a mathematical puzzle, revealing how quantities change in relation to each other over time. It consists of functions and their derivatives, tied together by an equals sign. In the context of our problem, the differential equation is given by \(y'(t)=t(y-1)\). Here, \(y'(t)\) represents the rate at which the solution, \(y\), changes with respect to time, \(t\). By examining this equation, we seek to understand how \(y\) evolves as time advances within a certain interval.

Constant Solutions
Constant solutions are the steady states of a differential equation, the flat lines on a graph where the system is at rest. They are the y-value(s) for which the rate of change, or derivative, is zero. In our discussion, the equation \(0 = t(y - 1)\) suggests that for any time \(t\), if the solution \(y\) is equal to 1, there's no change happening — \(y\) remains constant. This is a valuable insight because it gives us a reference point or a baseline behavior of the system around which other, more dynamic behaviors can be understood.

Increasing Solutions
Increasing solutions in the context of a differential equation resemble climbers ascending a mountain; they indicate that the value of \(y\) is growing as time progresses. You can picture these solutions as upward-sloping curves on the graph. When we inspect the equation \(y'(t) = t(y - 1)\), we realize that solutions increase whenever \(y-1\) is greater than zero. This means if we pick an initial condition, \(y(0) = A\), where \(A\) is any number greater than 1, we're guaranteed that our solution \(y(t)\) will trend upwards as \(t\) increases from 0. This insight is crucial as it tells us precisely how to set the starting point of our system to ensure \(y\) grows with time.

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Most popular questions from this chapter

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Analyzing models The following models were discussed in Section 9.1 and reappear in later sections of this chapter. In each case carry out the indicated analysis using direction fields. Drug infusion The delivery of a drug (such as an antibiotic) through an intravenous line may be modeled by the differential equation \(m^{\prime}(t)+k m(t)=I,\) where \(m(t)\) is the mass of the drug in the blood at time \(t \geq 0, k\) is a constant that describes the rate at which the drug is absorbed, and \(I\) is the infusion rate. Let \(I=10 \mathrm{mg} / \mathrm{hr}\) and \(k=0.05 \mathrm{hr}^{-1}\). a. Draw the direction field, for \(0 \leq t \leq 100,0 \leq y \leq 600\) b. For what initial values \(m(0)=A\) are solutions increasing? Decreasing? c. What is the equilibrium solution?

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