Mathematics · Ch 12 — Limits and Derivatives
Intuitive Idea of Derivatives
Intuitive Idea of Derivatives
The Problem: Finding Instantaneous Velocity
Physical experiments show that a body dropped from a tall cliff covers a distance of metres in seconds. So the distance (in metres) as a function of time (in seconds) is:
The following table gives the distance travelled, computed from this formula, at a number of instants of time:
| (s) | 0 | 1 | 1.5 | 1.8 | 1.9 | 1.95 | 2 | 2.05 | 2.1 | 2.2 | 2.5 | 3 | 4 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (m) | 0 | 4.9 | 11.025 | 15.876 | 17.689 | 18.63225 | 19.6 | 20.59225 | 21.609 | 23.716 | 30.625 | 44.1 | 78.4 |
The goal is to find the velocity of the body at the precise instant seconds. This is not the same as the average velocity over some interval — it is the instantaneous velocity, the rate of change of distance exactly at .
We cannot measure velocity at a single instant directly. But we can approach it by examining average velocities over smaller and smaller time intervals that end (or begin) at , using the distances in the table above. The hope is that these averages will converge to a single number — the instantaneous velocity.
Average Velocity Over Intervals Ending at
Average velocity between and is:
For intervals ending at , we take and let be earlier times. The distance travelled from to is . So:
For instance, taking the whole first two seconds () gives an average velocity of m/s, and taking the interval from to gives m/s. Continuing this for smaller and smaller intervals ending at gives the following (Table 12.2):
| (m/s) | |
|---|---|
| 0 | 9.8 |
| 1 | 14.7 |
| 1.5 | 17.15 |
| 1.8 | 18.62 |
| 1.9 | 19.11 |
| 1.95 | 19.355 |
| 1.99 | 19.551 |
As gets closer to 2, the average velocity increases and seems to approach a value just above 19.551 m/s.
This is a left-hand approach — we are looking at intervals that end at , so we only use data from before . We are assuming nothing dramatic happens in the last 0.01 seconds before .
Average Velocity Over Intervals Starting at
Now we reverse the direction: take intervals that begin at and end at some later time . The average velocity is:
This gives (Table 12.3):
| (m/s) | |
|---|---|
| 4 | 29.4 |
| 3 | 24.5 |
| 2.5 | 22.05 |
| 2.2 | 20.58 |
| 2.1 | 20.09 |
| 2.05 | 19.845 |
| 2.01 | 19.649 |
As gets closer to 2 from above, the average velocity decreases and approaches a value just below 19.649 m/s.
The two sequences approach from opposite sides. The left-hand approach gives values slightly below the limit (increasing to it), while the right-hand approach gives values slightly above the limit (decreasing to it). This is typical — the two sequences should converge to the same number if the function is well-behaved.
Combining the Two Approaches
From the left-hand approach, the average velocity just before is at least 19.551 m/s. From the right-hand approach, the average velocity just after is at most 19.649 m/s. Purely on physical grounds, both sequences must approach a common limit. So we can safely conclude:
This is the best estimate we can get from the given discrete data. The true instantaneous velocity — and, equivalently, the derivative of the distance function at — lies somewhere in that narrow interval. Since velocity is the rate of change of displacement, what we have really done is estimate the rate of change of distance at a single instant, purely from data at nearby instants.
Geometric Interpretation: Slope of the Tangent
The textbook includes a figure (Fig 12.1) that shows the distance-time curve . On this curve, point A corresponds to , .
Consider a sequence of points on the time axis, approaching . The corresponding points on the curve are . The average velocity over the interval is the slope of the chord :
…
Drawn by us to help you understand the concept clearly, and verified to make sure it's accurate. For exams, practice from your NCERT textbook's own diagram.
The figure plots the distance (in metres) against time (in seconds) for the function . The curve is a rising parabola, starting at the origin . A specific point is marked on this curve at seconds; its height is metres.
Two other points, and , lie further up the curve at times and respectively, where and are small positive numbers. The figure draws two blue secant chords: one from to , and another from to . Dashed vertical lines are drawn at , , and ; a dashed horizontal line is drawn at the height of (i.e., at ). The axes are labelled Distance (vertical) and Time (horizontal).
The physical idea is this: the average velocity of the falling body over a time interval that ends at is the slope of the secant chord joining the start and end points on the - graph. For the interval from to , the average velocity is
As gets smaller — that is, as the second point moves closer to along the curve — the secant chord approaches a limiting line: the tangent to the curve at . The slope of that tangent is the instantaneous velocity at .
The textbook uses this figure to make the following key point concrete: the sequence of ratios (where is the vertical distance travelled in the time interval , and so on) approaches the slope of the tangent at as the intervals shrink to zero. This slope is the derivative of at .
…
| 0 | 0 |
| 1 | 4.9 |
| 1.5 | 11.025 |
| 1.8 | 15.876 |
| 1.9 | 17.689 |
| 1.95 | 18.63225 |
| 2 | 19.6 |
| 2.05 | 20.59225 |
| 2.1 | 21.609 |
| 2.2 | 23.716 |
| | 0 | 1 | 1.5 | 1.8 | 1.9 | 1.95 | 1.99 |
|---|---|---|---|---|---|---|---| …
| | 4 | 3 | 2.5 | 2.2 | 2.1 | 2.05 | 2.01 |
|---|---|---|---|---|---|---|---| …