Skip to main content
\( \newcommand{\lt}{ < } \newcommand{\gt}{ > } \newcommand{\amp}{ & } \)

Section4.1Accumulation of Change

Overview

Many students learn a basic rule relating distance \(d\), speed \(r\) and time \(t\): \( d=rt\) or “distance equals rate times time.” This statement is really only true when the rate is unchanging. If the speed is constant at a rate of \(r_1\) for a time \(t_1\) and then instantly changes to a new constant speed at rate \(r_2\) for another time \(t_2\), then the total distance \(d\) traveled over the total time is \begin{equation*} d = r_1 t_1 + r_2 t_2. \end{equation*} This generalizes to any number of intervals of constant rate, that the total change in position (displacement) equals the sum of the products of the rate times the increment of time at that rate.

The definite integral is the mathematical generalization of the idea that we just described. Given any rate of change \(r(x)\) for a quantity \(Q\) with respect to an independent variable \(x\), the definite integral's purpose is to compute the increment of change in \(Q\) when the independent variable changes from one value, \(x=a\), to another value, \(x=b\). We write \begin{equation*} Q(b) - Q(a) = \int_{a}^{b} r(x) dx \qquad \Leftrightarrow \qquad Q(b) = Q(a) + \int_{a}^{b} r(x) dx. \end{equation*}

This section introduces the idea of the definite integral for special functions for which we can compute the increment of change without knowing any additional calculus rules. We start with simple functions, which means the functions are constant on intervals. These functions motivate the basic properties which we then apply graphically and numerically. We will learn the rules later.

Subsection4.1.1Rate of Change

Suppose that we have two variables that are related by a function. In mathematics, we often think of the prototypical variables \(x\) and \(y\) with some function \(f : x \mapsto y\). But in physical situations, we are often considering changes in time so that we use the independent variable \(t\) for time. The official definition for rate of change is as the derivative. In the present context, we will not need to know how to compute derivatives. We only need to consider that there is a function that physically measures a rate of change. For example, a speedometer measures speed which is a rate of change of distance with respect to time. As another example, we can physically measure the rate at which water flows through a pipe which represents a rate of change of a reservoir (e.g., a tub or a pool) that is being filled or drained. An electrical analog of water flow is electrical current which measures the rate of change of electrical charge along an electrical path. In biology, the rate of change of a population is physically measured through birth, death and migration rates.

When any of these rates are constant over an interval \(t \in [a,b]\), the net change in the quantity of interest \(Q\) is equals the rate times the increment of time. The following definition makes this clear.

Definition4.1.1Constant Rate of Change

Given a quantity \(Q\) that is a function of independent variable \(t\), say \(t \mapsto Q(t)\), we say that \(Q\) has a constant rate of change \(r\) on an interval \([a,b]\) if for any \(t_1,t_2\) satisfying \(a \le t_1 \lt t_2 \le b\), \begin{equation*} Q(t_2) - Q(t_1) = r \cdot (t_2-t_1), \end{equation*} which is often written \(\Delta Q = r \cdot \Delta t\).

A quantity that has a constant rate of change satisfies a linear equation on the given interval and the rate of change corresponds to the slope of that line. In particular, if \(c\) is any value for \(t\) in the interval, \(c \in [a,b]\), then \(Q(t)\) is a linear function of \(t\), \begin{equation*} Q(t) = Q(c) + r(t-c),\end{equation*} using the point–slope equation of a line. The value \(Q(c)\) represents the initial value while \(r(t-c)\) represents the increment of change in \(Q\) when the independent variable goes from \(c\) to the value \(t\).

In preparation for extending the idea of rate of change, we need to introduce the concept of piecewise functions. A piecewise function considers its domain as consisting of a collection of disjoint (non-overlapping) intervals. On each such interval, the function has a separate formula or rule of calculation. The notation for a piecewise formula uses a curly brace on the left to bind the different rules together to form a single function. Each rule is on a separate line, consisting of a formula or rule for the function, followed by a simple inequality for the independent variable that defines the interval.

Example4.1.2

The function \(f\) is defined by the equation \begin{equation*} f(x) = \begin{cases} x^2, & 0 \le x \lt 2, \\ 6-x, & 2 \le x \le 3 \\ 3, & 3 \lt x \le 4 \end{cases}.\end{equation*} The domain of \(f\) is the union of disjoint intervals \([0,2)\), \([2,3]\) and \((3,4]\) which corresponds to \([0,4]\). The notation states that for input values \(x\) between 0 and 2, including 0, the function will square the input to give the output. Between 2 and 3, inclusively, the function will subtract the input from 6 for the output. For input values greater than 3 but less than or equal to 4, the function has a constant output value of 3. The graph is shown below.

<<SVG image is unavailable, or your browser cannot render it>>

Using piecewise functions, we can define something called a simple function. Such a function is piecewise constant, meaning that the domain is formed as a union of disjoint intervals and the function has a constant value on each interval. To define these intervals, we first introduce the idea of a partition which will be used to define the end points of these subintervals.

Definition4.1.3Partition

A partition of size \(n\) of an interval \([a,b]\) is an increasing, finite sequence of numbers \(P = (x_0, x_1, \ldots, x_n)\) such that \(x_0 = a\), \(x_n=b\) and \(x_{j} \lt x_{j+1}\). The increments of the partition correspond to the widths of subintervals, with \begin{equation*} \Delta x_{j} = x_j - x_{j-1} \end{equation*} being the width of the \(j\)th subinterval \([x_{j-1}, x_j]\).

Definition4.1.4Simple Function

Given a partition \(P\) of size \(n\) of an interval \([a,b]\), a function \(f\) is a simple function on the partition \(P\) with values \((y_1,\ldots,y_n)\) if \begin{equation*} f(x) = \begin{cases} y_1, & x_0 \lt x \lt x_1, \\ y_2, & x_1 \lt x \lt x_2, \\ \vdots \\ y_n, & x_{n-1} \lt x \lt x_n. \end{cases}\end{equation*}

The figure below illustrates a simple function defined with a partition of size \(n=4\). Open circles are used on the edges of the segments because we did not define the value at the actual partition points, only on the intervals between those points. That is because when a rate changes instantaneously between two values, the rate can not be properly defined at the instant itself.

<<SVG image is unavailable, or your browser cannot render it>>

We can use a simple function to represent a special case of a varying rate of change, namely a rate of change that is constant on subintervals but which changes instantly (not physically possible in most situations) at the points of a partition. Given a simple rate function, \(r(x)\), on a partition \(P\) of size \(n\) of the interval \([a,b]\) with values \((r_1,r_2,\ldots,r_n)\), we can define an accumulation function that is piecewise linear on the same partition having initial value \((a,f(a))\):\begin{equation*} f(x) = \begin{cases} f(a) + r_1 (x-x_0), & x_0 \le x \lt x_1, \\ f(a) + r_1 \, \Delta x_1 + r_2(x-x_1), & x_1 \le x \lt x_2, \\ \displaystyle f(a) + \sum_{k=1}^{2} r_k \, \Delta x_k + r_3(x-x_2), & x_2 \le x \lt x_3, \\ \displaystyle f(a) + \sum_{k=1}^{3} r_k \, \Delta x_k + r_4(x-x_3), & x_3 \le x \lt x_4, \\ \vdots \\ \displaystyle f(a) + \sum_{k=1}^{n-1} r_k \, \Delta x_k + r_n(x-x_{n-1}), & x_{n-1} \le x \le x_n. \end{cases} \end{equation*} The purpose of the summation is to represent the accumulation of change on all previous subintervals of the partition in order to make the accumulation function \(f(x)\) continuous on the full interval \([a,b]\). The total accumulation of change over the interval \([a,b]\) is given by \begin{equation*}f(b) - f(a) = \sum_{k=1}^{n} r_k \, \Delta x_k.\end{equation*}

Example4.1.5

A storage reservoir starts with 100 gallons of water. Over the next 20 minutes, water is added to the reservoir at a rate of 5 gal/min. Then water is pumped out at a rate of 12 gal/min for 10 minutes. For the next 30 minutes, water is added at a rate of 3 gal/min. Find a piecewise linear function describing the amount of water in the reservoir as a function of time (in minutes).

Solution

There is an important geometric interpretation of accumulation in terms of area on the graph. Recall that the area of a rectangle is defined as the product of the height and the width. Mathematically, this is the same operation as when we calculate an increment as the product of a rate and the increment of the independent variable, except that a rate can be negative. Consequently, we introduce the idea of signed area.

Definition4.1.6Signed Area (Informal)

Suppose we have the graph of a function \(y=f(x)\) that is continuous on an interval \((a,b)\) and is either entirely above the axis, \(f(x) \gt 0\) for all \(x \in (a,b)\), or entirely below the axis, \(f(x) \lt 0\) for all \(x \in (a,b)\). Then we can define the signed area of the graph by considering the area \(A\) (area itself is always positive) of the region between the curve \(y=f(x)\) and the axis \(y=0\) and between the vertical lines \(x=a\) and \(x=b\). If \(f(x) \gt 0\) (above the axis), then we say that we have positive area \(A\); if \(f(x) \lt 0\) (below the axis), then we say that we have negative area \(-A\).

If the graph \(y=f(x)\) on an interval \((a,b)\) has a finite number of discontinuities or crosses the axis so that sometimes the graph is above the axis and sometimes below, then we can consider a partition of \([a,b]\) using the \(x\)-values of the discontinuities and zeros of \(f\). Then on every subinterval from this partition, the earlier definition applies and we have a signed area for each subinterval. The signed area for the entire graph is the sum of the signed areas of the subintervals, adding areas that are above the axis and subtracting areas that are below the axis.

Given any rate function \(f(x)\) for a quantity \(Q\) that depends on an independent variable \(x\), we will define the accumulated change of \(Q\) as \(x\) changes from \(x=a\) to \(x=b\) using a mathematical object called the definite integral that is equivalent to the calculation of signed area of the graph \(y=f(x)\) over the interval \((a,b)\) when \(a \lt b\).

Definition4.1.7Signed Area and Accumulated Change (Formal)

Suppose we have a function \(y=f(x)\) that is bounded and piecewise continuous on an interval \((a,b)\) (\(a \lt b\)). The signed area of \(f\) on the interval \((a,b)\) is defined as the definite integral \begin{equation*} \int_{a}^{b} f(x) \, dx. \end{equation*} If \(f(x)\) gives the rate of change of a quantity \(Q\) with respect to the independent variable \(x\), then the definite integral also gives the increment of change in \(Q\): \begin{equation*} Q(b) - Q(a) = \int_{a}^{b} f(x) \, dx. \end{equation*} The function \(f(x)\) is called the integrand and the variable \(x\) is called the variable of integration. The values \(a\) and \(b\) are called the limits of integration.

The notation of the definite integral uses an elongated “S” called the integral symbol \(\int\) that should remind you of the idea of summing increments of signed area. The limits of integration \(a\) (lower) and \(b\) (upper) represent the left and right end points of the interval, respectively. The increments of signed area are represented by the formula \(f(x) \, dx\) which represents a strip of signed area with signed height \(f(x)\) and infinitesimally small width \(dx\).

Although we have presented these ideas as definitions, they are really important consequences of the development of calculus. In particular, the statement that the increment of change \(Q(b)-Q(a)\) is equal to the definite integral of the rate of change of \(Q\) is so most important that this result is called the Fundamental Theorem of Calculus. One of the primary goals of learning calculus is to understand why this theorem is really true.

Subsection4.1.2Interpretation of Definite Integrals as Signed Areas

We will learn integration methods later. For now, we will explore examples, including simple functions, where knowing the interpretation of a definite integral allows us to determine results using only the ideas of signed area. When exact area calculations can not be found, then approximations of signed area can allow us to estimate the value of the definite integral. We start by revisiting our earlier examples using the context of definite integrals.

Example4.1.8Integral of Constant Rate

Consider the case of a constant function \(R(t) = r\), representing a constant rate of change for some quantity \(Q\) with respect to time \(t\). Earlier we noted that for constant rate of change, the increment of change in \(Q\) as \(t\) changes from \(t=a\) to \(t=b\) is equal to \begin{equation*} Q(b) - Q(a) = r(b-a).\end{equation*} Using the idea of a definite integral to represent the accumulated increment of change, we can rewrite this (for constant rate) as \begin{equation*} Q(b) - Q(a) = \int_{a}^{b} r \, dt.\end{equation*}

If we rewrite our increment of change in \(Q\) so that it is solved for \(Q(b)\), we find \begin{equation*} Q(b) = Q(a) + \int_{a}^{b} r \, dt = Q(a) + r(b-a). \end{equation*} This is read as saying that \(Q(b)\) equals the initial value \(Q(a)\) plus the total increment of change in \(Q\) as \(t\) goes from \(a\) to \(b\). Because this equation is true for any value of \(b\), we can replace it with a variable and obtain \begin{equation*} Q(x) = Q(a) + \int_{a}^{x} r \, dt = Q(a) + r(x-a). \end{equation*} That is, we should recognize the point–slope equation of a line as a special case of an initial value plus an increment of change.

Knowing the area of regions of a graph can allow us to compute some definite integrals.

Example4.1.9

The graph of \(y=f(x)\) is shown below. Find \(\displaystyle \int_{0}^{5} f(x) \,dx\).

<<SVG image is unavailable, or your browser cannot render it>>

Solution

Subsection4.1.3Finding Definite Integrals with Technology

When we do not have easy tricks to compute a definite integral, we can get high accuracy estimates using technology. There are free websites that can compute integrals. Most graphing calculators have the ability to compute a definite integral and therefore the ability to compute accumulated change or signed areas. In general, you will apply the following steps.

  1. Identify the integrand function (i.e., the rate of change or the function defining signed area) and the limits of integration.

  2. Use the graphing feature of your calculator so that the function is graphed and the interval of interest is showing. You may need to change the window of you graph.

  3. Use the menu system to find the integral. You will need to select your function and input the end points of the interval of interest.

Example4.1.10

We wish to compute \(\displaystyle \int_{2}^{5} (2^x-8) \, dx\). First, steps are given for evaluating this using a TI-83/84 graphing calculator. This is followed by a call to WolframAlpha.com that computes the same integral.

Solution

The graph for the previous example, with the signed areas shaded, is shown below. Notice that the graph has two regions, one of which is negative (red) and one of which is positive (blue). We can find the point where the sign switches by solving \(2^x-8=0\) which is \(x=3\). In the next example, we will find the signed area of each interval separately and relate the values to the overall signed area.

<<SVG image is unavailable, or your browser cannot render it>>

Example4.1.11

Compute \(\displaystyle \int_{2}^{3} (2^x-8) dx\) and \(\displaystyle \int_{3}^{5} (2^x-8) dx\).

Solution

We can solve some applications about change by identifying an appropriate accumulation of a rate of change. For example, velocity is a rate of change of position. Consequently, the change in position (displacement) can be computed as an accumulation of change using velocity with a definite integral.

Example4.1.12

Suppose a hovercraft starts 40 meters away from the shore. If the velocity (meters per second) of the hovercraft is a function of time (seconds) \(v(t)=t(t-3)(t-5)\) (positive velocity moves away from shore). What is the position of the hovercraft after 3 seconds and again at 5 seconds?

Solution