This page is a case-hunt . The parent note built the graph and the slope-equals-height fact . Here we ask: what kinds of question can this topic actually throw at you? We list them all, then kill each one with a fully worked example.
Before we start, one reminder of the only two facts we use:
e x is always positive — a positive base to any power never dips to zero or below.
The slope at any point equals the height there : d x d e x = e x .
Everything below is just those two facts wearing different costumes.
Every problem in this topic lands in one of these cells. The right column names the example that clears it.
Cell
The scenario
Cleared by
A. Positive exponent
evaluate/interpret e x for x > 0
Ex 1
B. Negative exponent
e − x — reciprocal, stays positive
Ex 2
C. Zero / degenerate input
e 0 , slope at x = 0 , tangent there
Ex 3
D. Limiting behaviour
x → + ∞ and x → − ∞
Ex 4
E. Scaled exponent (chain)
e k x , including negative k
Ex 5
F. Comparing slopes geometrically
which point is steeper, tangent lines
Ex 6
G. Real-world word problem
continuous growth/decay, units
Ex 7
H. Exam-style twist
solve e x = something, or a trap
Ex 8
I. Horizontal translation
e x + b — a sideways shift = vertical stretch
Ex 9
Intuition Why only these cells?
e x takes one number in and gives one positive number out. So the only things that vary are: the sign of the input (A vs B), the degenerate input 0 (C), what happens at the edges (D), a stretch of the input (E), a shift of the input (I), and then we can ask about slope (F), dress it as a story (G), or hide it inside an equation (H). That is the whole space.
Worked example 1 — Estimate
e 2 and e 0.5 by hand
Forecast: e 2 is roughly the square of 2.72 . Guess: is it nearer 6 , 7.5 , or 9 ?
Steps:
e 2 = e ⋅ e ≈ 2.71828 × 2.71828 ≈ 7.389 .
Why this step? The index law e a + b = e a e b (see the box above and Example 9's figure) turns e 2 = e 1 + 1 into a plain multiplication we can do by hand.
e 0.5 = e ≈ 2.718 ≈ 1.649 .
Why this step? An exponent of 2 1 is the square root, by the index law e 1/2 ⋅ e 1/2 = e 1 .
Verify: 1.64 9 2 = 2.719 ≈ e ✓, and 7.389 sits between e 1 ≈ 2.72 and e 3 ≈ 20.1 , exactly where a value at x = 2 should be on a graph that keeps climbing. Guess "≈ 7.5 " was closest.
Worked example 2 — Evaluate
e − 1 and e − 2 ; are they ever negative?
Forecast: Negative exponent sounds like it should push the answer below zero. True or false?
Steps:
e − 1 = e 1 1 = 2.718 1 ≈ 0.368 .
Why this step? A negative exponent means reciprocal : e − x = 1/ e x . One over a positive number is still positive.
e − 2 = e 2 1 = 7.389 1 ≈ 0.135 .
Why this step? Same rule; the bigger the positive exponent inside, the tinier the reciprocal.
Verify: 0.368 × e = 0.368 × 2.718 ≈ 1.000 ✓. Both answers are positive and less than 1 — exactly matching the graph hugging (but never crossing) y = 0 for x < 0 .
e − 1 is negative"
Why it feels right: the minus sign is right there.
The fix: the minus lives in the exponent , meaning "flip it over," not "make it negative." e − 1 = 1/ e = + 0.368 .
Worked example 3 — Everything at
x = 0 : value, slope, tangent line
Forecast: Anything to the power 0 is 1 . What is the slope of e x exactly there?
Steps:
Height: e 0 = 1 .
Why this step? Any nonzero base to the power 0 is 1 ; so the curve passes through ( 0 , 1 ) .
Slope: d x d e x = e x , so at x = 0 the slope is e 0 = 1 .
Why this step? Slope equals height, and the height here is 1 — this is the very property that defines e .
Tangent line through ( 0 , 1 ) with slope 1 : y − 1 = 1 ( x − 0 ) ⇒ y = x + 1 .
Why this step? Point-slope form y − y 0 = m ( x − x 0 ) builds the straight line kissing the curve.
Verify: at x = 0.1 the true curve gives e 0.1 ≈ 1.105 ; the tangent predicts 0.1 + 1 = 1.100 . Off by 0.005 — tiny, because the line touches the curve exactly at x = 0 . ✓ This is why e x ≈ 1 + x for small x .
Worked example 4 — What happens at the two ends?
Forecast: As x → − ∞ does the curve hit zero, cross it, or just approach it?
Steps:
As x → + ∞ : e x → + ∞ , and faster than any power of x .
Why this step? Slope = height, so the taller it gets the steeper it climbs — a self-reinforcing blow-up.
As x → − ∞ : write e x = 1/ e − x . Here − x → + ∞ , so e − x → + ∞ , so 1/ e − x → 0 + .
Why this step? Turning the negative-exponent case into "1 over a huge positive number" makes the limit obvious.
So y = 0 is a horizontal asymptote on the left, never reached.
Why this step? A reciprocal of something growing without bound shrinks toward 0 but stays positive.
Verify: e − 5 = 1/ e 5 = 1/148.4 ≈ 0.00674 > 0 ✓ — small but strictly positive, confirming "approaches, never touches."
Worked example 5 — Differentiate
y = e 3 x and y = e − 0.5 x
Forecast: For e 3 x , does the derivative pick up a factor of 3 , or 3 1 , or nothing?
Steps (e 3 x ):
Inner function u = 3 x , outer y = e u .
Why this step? Chain rule needs us to see the composition: an exponential of a linear function.
d u d y = e u , d x d u = 3 .
Why this step? Outer derivative is itself; inner derivative of 3 x is the constant 3 .
Multiply: d x d y = e 3 x ⋅ 3 = 3 e 3 x .
Why this step? The chain rule multiplies the two rates.
Steps (e − 0.5 x ):
Set inner function u = − 0.5 x , so d x d u = − 0.5 .
Why this step? Same decomposition as before — we split the composite into inner (− 0.5 x ) and outer (e u ) so the chain rule can act; the point is to test what a negative inner slope does.
d x d y = e − 0.5 x ⋅ ( − 0.5 ) = − 0.5 e − 0.5 x .
Why this step? A negative inner slope makes the whole derivative negative — this function is decaying , its graph slopes downward.
Verify: at x = 0 , slope of e 3 x is 3 e 0 = 3 ; slope of e − 0.5 x is − 0.5 e 0 = − 0.5 . Positive vs negative — a rising curve vs a falling one. ✓
Worked example 6 — Where is
e x steeper, at x = 1 or x = 2 ? Draw both tangents.
Forecast: Slope = height. Higher point ⇒ steeper. So which wins?
Steps:
Slope at x = 1 is e 1 ≈ 2.718 .
Why this step? Height and slope are the same number for e x .
Slope at x = 2 is e 2 ≈ 7.389 .
Why this step? Same rule at the taller point.
7.389 > 2.718 , so the tangent at x = 2 is nearly three times steeper.
Why this step? Comparing the two heights directly compares the two steepnesses.
Verify: ratio of slopes = e 2 / e 1 = e ≈ 2.718 ✓ — the steeper tangent is exactly e times steeper, because moving from x = 1 to x = 2 multiplies height by e .
Worked example 7 — Bacteria growing continuously
A colony starts at 500 cells and grows continuously so its count is N ( t ) = 500 e 0.2 t where t is in hours . Find the count and the growth rate at t = 3 h.
Forecast: Will the growth rate (cells per hour) be bigger or smaller than the initial 500 ? Guess before computing.
Steps:
Count: N ( 3 ) = 500 e 0.2 × 3 = 500 e 0.6 ≈ 500 × 1.822 = 911.1 cells.
Why this step? Substitute t = 3 ; e 0.6 is the growth factor over 3 hours.
Rate: N ′ ( t ) = 500 ⋅ 0.2 e 0.2 t = 100 e 0.2 t (chain rule, Exponential growth and decay models ).
Why this step? The derivative of e 0.2 t pulls out the 0.2 ; multiply by the 500 out front.
N ′ ( 3 ) = 100 e 0.6 ≈ 100 × 1.822 = 182.2 cells per hour.
Why this step? Evaluate the rate function at t = 3 ; units are cells/hour because we differentiated with respect to t in hours.
Verify: N ′ ( 3 ) = 0.2 × N ( 3 ) = 0.2 × 911.1 = 182.2 ✓ — the rate is exactly 0.2 times the current population, the signature of continuous growth. And 182.2 < 500 : at t = 3 the count has grown but its hourly rate is smaller than the initial population — the "slope = a fixed fraction of height" logic.
e 2 x = 7.389 , and spot the differentiation trap
Forecast: From Example 1 we found e 2 ≈ 7.389 . So what must 2 x equal? Guess x before solving.
Steps (solve):
Recognise 7.389 ≈ e 2 , so the equation is e 2 x = e 2 .
Why this step? Matching the right side to a power of e lets us equate exponents.
Equal bases ⇒ equal exponents: 2 x = 2 , so x = 1 .
Why this step? e x is one-to-one (it never repeats a value), so e a = e b ⇒ a = b — the job of Natural logarithm ln x as inverse of e^x .
The trap: a student differentiates y = e 2 x as "2 x e 2 x − 1 " using the power rule.
3. Why the trap is wrong: the power rule needs a variable base, constant exponent (x n ). Here the variable is in the exponent , so we use the chain rule: d x d e 2 x = 2 e 2 x .
Verify: solution check e 2 × 1 = e 2 = 7.389 ✓. Derivative check at x = 0 : correct answer gives 2 e 0 = 2 ; the wrong "power-rule" answer gives 2 ( 0 ) e − 1 = 0 — clearly absurd for a curve rising at x = 0 . ✓ Trap avoided.
Worked example 9 — What does
e x + 2 look like versus e x ?
Forecast: Shifting the input x → x + 2 moves the graph left by 2 . But there is a slicker way to see it. Guess: is e x + 2 just e x moved, or also stretched ?
Steps:
Split the exponent: e x + 2 = e x ⋅ e 2 .
Why this step? The index law e a + b = e a e b turns a sideways shift into a constant multiplier e 2 ≈ 7.389 out front.
So e x + 2 = 7.389 e x — the same curve stretched vertically by ≈ 7.389 .
Why this step? A shift-left of an exponential is indistinguishable from a vertical stretch — a special quirk of e x that no ordinary curve shares.
Its derivative: d x d e x + 2 = e x + 2 (still its own derivative), or equally 7.389 e x .
Why this step? Chain rule with inner slope 1 leaves the derivative unchanged; the constant e 2 just rides along.
Verify: at x = 0 , e 0 + 2 = e 2 ≈ 7.389 , and 7.389 e 0 = 7.389 ✓ — the "shift left by 2" and the "stretch by e 2 " give the identical value everywhere.
Recall Which cell does "estimate
e − 2 " belong to, and what's the answer?
Cell B (negative exponent). e − 2 = 1/ e 2 ≈ 0.135 , positive.
Slope of e x at x = 2 versus x = 1 — which is steeper and by what factor? x = 2 , by a factor of e ≈ 2.718
Solve e 2 x = e 2 . x = 1 (equal bases ⇒ equal exponents)
Growth rate of N = 500 e 0.2 t as a fraction of N ? 0.2 N (rate is 0.2 times current size)
Why is e − x never negative? It equals 1/ e x , positive over positive
Derivative of e − 0.5 x ? − 0.5 e − 0.5 x (chain rule; negative slope = decay)
What does a shift e x + 2 equal as a stretch? e 2 e x ≈ 7.389 e x (shift left = vertical stretch)
Cell A large positive value
Cell B small positive value
Cell D grows or approaches zero
Cell E chain rule factor k
Cell I shift equals stretch
Cell F compare slopes equals heights
Cell H solve avoid power rule trap