Evaluating Limits from Tables
Estimate a limit numerically: build a table of values from both sides, move closer and closer, and read where the outputs are heading.
Definition
- Left side (): for example , ,
- Right side (): for example , ,
- Skip itself: the limit does not care about
- Both sides approach the same number : the limit is
- The sides approach different numbers: the limit does not exist (DNE)
- The outputs grow without bound: we write (no finite limit)
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Worked Examples
Use a table to estimate .
Check the point itself
At : → is undefined, so we need a table
Approach from the left
, , → Left side heads toward
Approach from the right
, , → Right side heads toward
Compare both sides
Both sides approach the same value →
Answer: , even though does not exist
Common Mistakes
Using only one side of
Why it's wrong: A table with only , , shows the left-hand limit. The right side may head somewhere else, as with .
Correct: Always build both columns: values just below and values just above .
Choosing values that are not close to
Why it's wrong: Values like , , , are too far away. The function can behave very differently far from the point.
Correct: Move closer by a factor of each time: , , .
Putting in the table and using as the limit
Why it's wrong: The limit describes what happens near , not at . At a hole may be undefined, and at a moved point it may be a different number.
Correct: Leave out of the table and read only the trend of the nearby values.
Trusting a few values blindly
Why it's wrong: Special choices of can hide oscillation, as with , and rounding can hide small differences between the sides.
Correct: Use several values that are not all of the same pattern, keep enough decimals, and confirm with a graph or algebra.
Interactive Visual
Function graph
Tap or hover over the graph to read off values.
Table of values
| x | 1.9 | 1.99 | 1.999 | 2.001 | 2.01 | 2.1 |
|---|---|---|---|---|---|---|
| y | 3.9 | 3.99 | 3.999 | 4.001 | 4.01 | 4.1 |
Function graph
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- At x = 0: from the left g(x) → -1, from the right g(x) → 1. The values differ, so the limit does not exist (jump). g(0) is undefined.
Table of values
| x | -0.1 | -0.01 | -0.001 | 0.001 | 0.01 | 0.1 |
|---|---|---|---|---|---|---|
| y | -1 | -1 | -1 | 1 | 1 | 1 |
Function graph
Tap or hover over the graph to read off values.
Table of values
| x | 2.9 | 2.99 | 2.999 | 3.001 | 3.01 | 3.1 |
|---|---|---|---|---|---|---|
| y | 100 | 10000 | 1000000 | 1000000 | 10000 | 100 |
Interactive Sandbox
Interactive Grapher
Tap or hover over the graph to read off values.
Try these examples:
y = 2x + 1
m=2, b=1
Expression Calculator
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Practice Problems
18 problemsYou want to estimate with a table of values. Which set of values is the best choice?
Why It Matters
- No formula trick needed: functions like or cannot be simplified by factoring, but a table finds their limits in seconds
- Calculators and computers estimate limits exactly this way: they plug in numbers closer and closer to the point
- Checking your algebra: if your algebra says the limit is but the table heads toward , something went wrong
- Calculus foundations: instantaneous speed and slope of a curve start as tables of average speeds over smaller and smaller time intervals
Real World Applications
Instantaneous Speed in Physics
A speedometer shows speed at one instant. Physicists find it by computing average speeds over shorter and shorter time intervals and reading the trend in the table.
Example:
A ball falls meters in seconds. Average speeds starting at : over s it is m/s, over s it is m/s, over s it is m/s.
The average speed of the ball between and seconds is m/s.
What is the instantaneous speed at seconds, in m/s?
Step 1: Write the mathematical expression
Make smaller and smaller and read where the average speed is heading:
Growth Rates in Biology
A bacteria culture that doubles every hour does not grow in jumps. Its instantaneous growth rate is found from a table of the expression $\frac{2^h - 1}{h}$ for tiny time steps $h$.
Example:
For hours the table gives , for it gives , for it gives : the rate settles near per hour.
Biologists estimate with a table. Use a calculator.
What is the limit, rounded to two decimal places?
Step 1: Write the mathematical expression
Compute the expression for smaller and smaller :
Signal Processing and Audio
Audio software uses functions like $\frac{\sin(2x)}{x}$ to filter sound. At $x = 0$ the formula gives $\frac{0}{0}$, so programmers use the limit from a table to fill in the missing value.
Example:
Near (radians), gives at and at .
A programmer needs the value that approaches as ( in radians).
What value should the program use at ?
Step 1: Write the mathematical expression
Build a table with , , :
Key Takeaways
- 1To estimate from a table, use values closer and closer to from both sides
- 2A good pattern: , , ; leave out
- 3If both sides approach the same number , the limit is , even when is undefined
- 4If the sides approach different numbers, the limit does not exist
- 5If the outputs grow without bound, there is no finite limit and we write (or )
- 6A table is an estimate: oscillating functions like and rounding can fool it, so confirm with a graph or algebra
Frequently Asked Questions
Glossary
- Table of values
- A list of chosen inputs and their outputs , used to see a trend
- Left-hand limit
- The value approaches as through values smaller than , written
- Right-hand limit
- The value approaches as through values larger than , written
- Does not exist (DNE)
- The outputs do not approach one single finite number, for example because the two sides disagree or the function oscillates
- Grows without bound
- The outputs become larger than any number you choose; written as a limit equal to
- Oscillation
- Behavior where the outputs keep swinging between values instead of settling down, like near
Formula Card
Table pattern
Approach $a$ from both sides, ten times closer each step, and never use $x = a$ itself
Limit exists
Both columns of the table head toward the same number
Limit does not exist
The two columns approach different numbers, or the values oscillate