/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 57 Suppose that you meet 30 new peo... [FREE SOLUTION] | 91Ó°ÊÓ

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Suppose that you meet 30 new people each year, but each year you forget \(20 \%\) of all of the people that you know. If \(y(t)\) is the total number of people who you remember after \(t\) years, then \(y\) satisfies the differential equation \(y^{\prime}=30-0.2 y .\) (Do you see why?) Solve this differential equation subject to the condition \(y(0)=0\) (you knew no one at birth).

Short Answer

Expert verified
The solution is \(y(t) = 150 - 150e^{-0.2t}\).

Step by step solution

01

Differential Equation Breakdown

The differential equation given is \(y' = 30 - 0.2y\). This represents a balance between meeting new people and forgetting some. Each year, you meet 30 new people, increasing your count by 30. However, you forget \(20\%\) of all the people you know, which is represented by the term \(-0.2y\).
02

Integrating the Differential Equation

To solve the differential equation \(y' = 30 - 0.2y\), we rewrite it as \(y' + 0.2y = 30\). This is a first-order linear differential equation. We solve it using an integrating factor. The integrating factor \(\mu(t)\) is given by \(e^{\int 0.2 \, dt} = e^{0.2t}\).
03

Multiplying through by the Integrating Factor

Multiply the entire differential equation by the integrating factor to obtain \(e^{0.2t} y' + 0.2e^{0.2t} y = 30e^{0.2t}\). This will allow us to rewrite the left-hand side as a derivative of a product.
04

Rewriting as a Derivative

Notice that the left-hand side can now be rewritten as \(\frac{d}{dt}(e^{0.2t} y)\), which is the derivative of \(e^{0.2t} y\) with respect to \(t\). So we have \(\frac{d}{dt}(e^{0.2t} y) = 30e^{0.2t}\).
05

Integrating Both Sides

Integrate both sides of the equation to solve for \(y\). The left side becomes \(e^{0.2t} y\) after integration, and the right side becomes \(\frac{30}{0.2}e^{0.2t} = 150e^{0.2t} + C\), where \(C\) is the constant of integration.
06

Solving for y(t)

Now divide both sides by \(e^{0.2t}\) to solve for \(y(t)\): \(y(t) = 150 + Ce^{-0.2t}\).
07

Applying the Initial Condition

Use the initial condition \(y(0) = 0\) to solve for \(C\). Substituting \(t = 0\), we get \(0 = 150 + C\cdot 1\). Thus, \(C = -150\).
08

Final Solution

Substitute \(C = -150\) back into the equation: \(y(t) = 150 - 150e^{-0.2t}\). This is the solution that satisfies the given differential equation and initial condition.

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Key Concepts

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

First-Order Linear Differential Equation
First-order linear differential equations are a fundamental part of calculus and are crucial in modeling various situations, like population growth, cooling of an object, or, as in our case, remembering people over time. These equations involve an unknown function, often denoted as \( y \), and its derivative \( y' \). The general form is:
  • \( y' + P(t)y = Q(t) \)
This means the equation consists of the derivative of \( y \), a term involving \( y \) itself, and a function of \( t \). In the example provided, the function is \( y' + 0.2y = 30 \) which illustrates the rate of change in the number of people remembered, balancing meeting 30 new people a year and forgetting 20% of all known people.
Understanding this structure helps us recognize the problem type and choose the right solution method, such as the integrating factor method.
Integrating Factor
The integrating factor is a powerful technique used for solving first-order linear differential equations. It simplifies these equations into a form that can be easily integrated. In our context, the integrating factor \( \mu(t) \) is calculated as follows:
  • \( \mu(t) = e^{\int P(t) \ dt} \)
For the differential equation \( y' + 0.2y = 30 \), the integrating factor becomes \( \mu(t) = e^{0.2t} \).

When you multiply the entire differential equation by this integrating factor, the equation can be restructured into a form where the left-hand side becomes the derivative of a product of \( y(t) \) and the integrating factor itself. This transformation is crucial because it allows us to integrate both sides easily. In essence, it unlocks a path to finding \( y(t) \), the function we aim to solve for.
Initial Condition
Initial conditions are essential for finding specific solutions to differential equations, tailoring the general solution to the problem's context. In this exercise, the initial condition given is \( y(0) = 0 \), which indicates that at time \( t = 0 \), no people are remembered. Using initial conditions involves substituting specific values into the equation to find constants (like \( C \) in our solution).

In the example, after finding the general solution \( y(t) = 150 + Ce^{-0.2t} \), we use \( y(0) = 0 \) to determine \( C \). By substituting \( t = 0 \) into the equation, we solve \( 0 = 150 + C \cdot 1 \) and find \( C = -150 \).
  • This step is crucial; it ensures the solution not only fits the mathematical model but also aligns with real-world initial conditions, thus providing a complete, accurate solution for the problem.

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Most popular questions from this chapter

A Ponzi scheme is an investment fraud that promises high returns but in which funds, instead of being invested, are merely used to pay returns to the investors and profits to the fund manager. To avoid running out of money, new investors must be brought in at an increasing rate to provide funds to pay off existing investors. Eventually the scheme must collapse in debt when not enough new investors can be found. Suppose that each of 20 investors deposits \(\$ 100,000\) into a fund and is promised a \(25 \%\) annual return. However, the \(\$ 2,000,000\) collected is used to pay each investor the required \(\$ 25,000\) return, with the remaining \(\$ 1,500,000\) kept by the fund manager. Let \(y(t)\) be the total number of investors needed after \(t\) years so that incoming funds will be enough to pay the existing investors plus the manager's \(\$ 1,500,000\). Representing dollar amounts in thousands, we have $$ \begin{array}{l} \left(\begin{array}{c} \text { Annual } \\ \text { inflow } \end{array}\right)=100 \cdot \frac{d y}{d t} \\ \left(\begin{array}{l} \text { Annual } \\ \text { outflow } \end{array}\right)=25 \cdot y+1500 \end{array} $$ For inflow to equal outflow, we must have the differential equation and initial condition $$ \left\\{\begin{array}{l} 100 \cdot \frac{d y}{d t}=25 y+1500 \\ y(0)=20 \end{array}\right. $$ a. Solve this differential equation and initial condition. b. Use your solution to find how many investors would be needed after 10 years, after 20 years, after 30 years, and after 50 years.

An annuity is a fund into which one makes equal payments at regular intervals. If the fund earns interest at rate \(r\) compounded continuously, and deposits are made continuously at the rate of \(d\) dollars per year (a continuous annuity), then the value \(y(t)\) of the fund after \(t\) years satisfies the differential equation \(y^{\prime}=d+r y .\) (Do you see why?) Solve the differential equation in the preceding instructions for the continuous annuity \(y(t),\) where \(d\) and \(r\) are unknown constants, subject to the initial condition \(y(0)=0\) (zero initial value).

Solve each differential equation with the given initial condition. $$ \begin{array}{l} x y^{\prime}=2 y+x^{2} \\ y(1)=3 \end{array} $$

A country's cumulative exports \(y(t)\) (in millions of dollars) grow in proportion to its average size \(y / t\) over the last \(t\) years, plus a fixed growth rate \((10),\) and so satisfy $$ \begin{aligned} y^{\prime} &=\frac{1}{t} y+10 \\ y(1) &=8 \end{aligned} $$ a. Solve this differential equation and initial condition to find the country's cumulative exports after \(t\) years. b. Use your solution to find the country's cumulative exports after 5 years.

You deposit \(\$ 8000\) into a bank account paying \(5 \%\) interest compounded continuously, and you withdraw funds continuously at the rate of \(\$ 1000\) per year. Therefore, the amount \(y(t)\) in the account after \(t\) years satisfies $$ \begin{aligned} y^{\prime} &=0.05 y-1000 \\ y(0) &=8000 \end{aligned} $$ a. Solve this differential equation and initial value. b. Graph your solution on a graphing calculator and find how long it will take until the account is empty.

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