17 Continuous change
Calculus is so important that there are many definitions for it. For our purposes, a good definition of calculus is
The use of functions to model and explore continuous change.
In previous chapters we defined and studied functions. Now it is time to get at the core of calculus, the idea of “continuous change.”
17.1 Mathematics in motion
The questions that started it all had to do with motion of planets and marbles. In more technical language, “ballistics,” the science of balls. There were words to describe speed: fast and slow. There were words to describe force: strong and weak, heavy and light. And there were words to describe location and distance: far and near, long and short, here and there. But what were the relationships among these things? And how did time fit in, an intangible quantity that had aspects of location (long and short) and speed (quick and slow)?
Galileo (1564-1642) started the ball rolling.1 As the son of a musician and music theorist, he had a sense of musical time, a steady beat of intervals. When a student of medicine in Pisa, he noted that swinging pendulums kept reliable time, regardless of the amplitude of their swing. After unintentionally attending a geometry lecture, he turned to mathematics and natural philosophy.
Using his newly developed apparatus, the telescope, Galileo’s observations put him on a collision course with the accepted classical truth about the nature of the planets. Seeking to understand gravity, he built an apparatus that enabled him accurately to measure the position in time of a ball rolling down a straight ramp. The belled gates he set up to mark the ball’s passage were spaced evenly in musical time: 1, 2, 3, 4, …. To get this even spacing in time, Galileo found he had to position the gates unevenly. Defining as 1 the distance of the first gate from the ball’s release point, the gates were at positions 1, 4, 9, 16, …. You can hear the result in Video 17.1.
Anyone familiar with the squares of the integers can see the pattern in 1, 4, 9, 16, …. To summarize the pattern as a simple rule, Galileo first took the difference between the successive positions, what we will call the “first increment.”
The rule established by Galileo’s observations for the motion of a ball rolling down the ramp:
The second increment of position is constant.
Table 17.1 shows the situation in tabular form. The base measurements are the evenly spaced time and the measured position on the ramp.
17.2 Continuous time
Galileo’s mathematics of first and second increments was suited to the discrete-time measurements he was able to make. It would be for Newton to develop the continuous-time analog of increments.
To start, we can imagine a function
But just as position
The
Re-written using
Evidently, the numerical values (dimension L) of the first and second increments depend on
It would be nice to frame the ballistics theory so that
- Replace the simple difference
with a rate of change, that is:
Pronounce
Likewise, the second increment will become a “rate of change of a rate of change,” a phrase that is easier to understood when written as a formula. Read
Admittedly, Math expression 17.2 for the rate-of-change equivalent of Galileo’s second increment hardly looks like an improvement! And it still depends on
This is where the second step of Newton’s insight comes in.
- Make
vanishingly small.
In the next chapters, we will look at how these two steps—use rate of change rather than change and make
Chapter 19 mades
17.3 Change relationships
As you know, function is a mathematical idea used to represent a relationship between quantities. For instance, the water volume of a reservoir behind a dam varies with the seasons and over the years. As a function, water volume is a relationship between water volume (one quantity) and time (another quantity). Similarly, the flow in a river feeding the reservoir has its own relationship with time. In spring, the river may be rushing with snow-melt, in late summer the river may be dry, but after a summer downpour the river flow again rises briefly. In other words, river flow is a function of time.
Differentiation is a way of describing a relationship between relationships. The water volume in the reservoir has a relationship with time. The river flow has a relationship with time. Those two relationships are themselves related: the river flow feeds the reservoir and thereby influences the water volume.
It is not easy to keep straight what’s going on in a “relationship between relationships.” Consequently, we need tools such as differentiation to aid our understanding.
Newton’s theories of gravity, force, and motion created an extremely complicated chain or reasoning that is still hard to grasp. Or, more precisely, it is hard to grasp until you have the language for describing relationships between relationships. Newton invented this language: differentiation. As you learn this language, you will find it easier to express and understand relationships between relationships, that is, the mechanisms that account for the ever-changing quantities around us.
17.4 With respect to …
We’ve introduced a bit of new notation in the previous section,
Another example: consider a water reservoir fed by a spring and drained by the water utility to serve its customers. Suppose
The subscript on
Strictly speaking, for functions with just one input the subscript on
Galileo was not aware of Kepler’s elliptical theory, even though they lived at the same time.↩︎