These questions follow The Limit and The Derivative — watching limits happen numerically, taking them algebraically, and reading what a difference quotient says about a graph. Take the numeric road first where you can; the estimate audits the algebra.
Watching limits happen
- For , compute the average rate of change from to for , , and . What limit are the answers approaching?
- Evaluate for , , , and . What number is this sequence creeping toward?
- The Fibonacci sequence begins Compute the ratio of each term to the one before it, out to . What value do the ratios approach?
Answer 1
Each average rate is . For : . For : . For : . The march is , , — settling toward , the slope of the tangent to at .
Answer 2
: . : . : . : . The sequence climbs toward — slowly, but it never stops climbing and never passes . You will meet this number properly in Derivatives of Exponential Functions.
Answer 3
, , , , , . The ratios bounce alternately above and below their destination, closing in on the golden ratio . A limit reached from both sides at once.
Taking limits algebraically
- Evaluate .
- Evaluate by simplifying first, and confirm it matches question 1.
- Evaluate .
- Evaluate . (Multiplying by a well-chosen form of 1 helps.)
Answer 4
Substituting gives — no verdict. Factor: everywhere except itself, and the limit only cares about the approach. As , . The limit is .
Answer 5
Expand: . As this heads straight for — the same destination the numeric march in question 1 was pointing at. Two roads, one limit.
Answer 6
Expand the cube: , so the quotient is . As , the limit is — which is exactly the derivative of , computed from the definition.
Answer 7
Multiply numerator and denominator by : As this becomes . Numeric audit: at , . ✓
Reading the derivative as a limit
- You are told for . What does this say about the graph of ? What would the same statement mean for a general function ?
- Use the definition of the derivative to determine for .
Answer 8
That limit is the definition of : the slope of the tangent to at the point is — equivalently, the instantaneous rate of change there is 8 units of per unit of . For a general , the statement says exactly the same thing about the point : tangent slope 8, whatever the function is. The sentence is about the point, not the formula.
Answer 9
As : . Sanity check with the toolbox to come: the power rule will say the same thing in one line — but you just proved it, and that is better.