Exponentials and Logarithms -- Diagnostic Tests

Mathematics is the language of patterns and logic — a tool for describing relationships and solving problems.

Tests edge cases, boundary conditions, and common misconceptions for exponentials and logarithms.

Question:

(a) Without using a calculator, determine which is larger: $\pi^e$ or $e^\pi$.

(b) A student writes $\ln(x^2) = (\ln x)^2$ and uses this to solve $\ln(x^2) = 4$. Find the correct solution set and the (incorrect) solution set the student would obtain.

(c) Solve the equation $2^x = x^2$ for real $x$Giving exact answers where possible.

[Difficulty: hard. Tests the fundamental distinction between $\ln(a^b) = b\ln a$ and $(\ln a)^b$And requires analytical comparison of transcendental expressions.]

Solution:

(a) Consider $f(x) = \frac{\ln x}{x}$. Its derivative is:

$f"(x) = \frac{1 \cdot x - \ln x \cdot 1}{x^2} = \frac{1 - \ln x}{x^2}$

$f'(x) = 0$ when $\ln x = 1$I.e. $x = e$. For $x \lt e$: $f'(x) \gt 0$; for $x \gt e$: $f'(x) \lt 0$.

So $f(x)$ has a global maximum at $x = e$Meaning $f(e) \geq f(\pi)$:

$\frac{\ln e}{e} \geq \frac{\ln \pi}{\pi} \implies \frac{1}{e} \geq \frac{\ln \pi}{\pi} \implies \pi \geq e \ln \pi$

$\implies \pi \geq \ln(\pi^e) \implies e^\pi \geq \pi^e$

Therefore $e^\pi$ is larger.

(b) The correct identity is $\ln(x^2) = 2\ln\lvert x \rvert$.

$\ln(x^2) = 4 \implies 2\ln\lvert x \rvert = 4 \implies \ln\lvert x \rvert = 2 \implies \lvert x \rvert = e^2 \implies x = \pm e^2$.

Correct solution set: $\{e^2, -e^2\}$.

The student’s incorrect equation $(\ln x)^2 = 4$ gives $\ln x = \pm 2$So $x = e^2$ or $x = e^{-2}$.

Student’s (incorrect) solution set: $\{e^2, e^{-2}\}$.

The student loses $x = -e^2$ (because $\ln x$ is undefined for $x \lt 0$) and gains $x = e^{-2}$ (which is not a solution of the original equation since $\ln(e^{-2})^2 = \ln(e^{-4}) = -4 \neq 4$).

(c) By inspection, $x = 2$ and $x = 4$ are solutions: $2^2 = 4 = 2^2$ and $2^4 = 16 = 4^2$.

For $x \lt 0$: $2^x \gt 0$ and $x^2 \gt 0$So solutions may exist. At $x = -0.7666...$: $2^{-0.7666} \approx 0.587$ and $(-0.7666)^2 \approx 0.588$. This is a solution, which we denote $x = -\frac{W(-2\ln 2)}{2\ln 2}$ where $W$ is the Lambert $W$-function. For A-Level purposes, we note there are exactly three solutions: $x \approx -0.767$, $x = 2$And $x = 4$.

To show there are no other solutions for $x \geq 0$: consider $g(x) = 2^x - x^2$. We have g(0) = 1$$g(1) = 1$$g(2) = 0$$g(3) = -1$$g(4) = 0$$g(5) = 7. Since $g''(x) = 2^x(\ln 2)^2 - 2$And $2^x(\ln 2)^2 \gt 2$ for $x \gt 5$ (because $2^5 \cdot (\ln 2)^2 \approx 2.14$), $g$ is convex for $x \geq 5$ and grows without bound. By Rolle’s theorem, there can be at most one root in $(3, 4)$ and at most one in $(4, \infty)$. Since $g(4) = 0$ and $g$ is increasing at $x = 4$There are no further roots beyond $x = 4$.

Question:

(a) Solve $e^{2x} - 5e^x + 6 = 0$Giving exact answers.

(b) Solve $e^{2x} - 5e^x + 6 = 1$ for $x \in \mathbb{R}$Giving exact answers.

(c) A student solving part (b) writes $e^{2x} - 5e^x + 5 = 0$Substitutes $u = e^x$And gets $u^2 - 5u + 5 = 0$. Find the values of $u$And explain why the student must check that $u \gt 0$ before taking natural logarithms.

[Difficulty: hard. Tests recognition of the hidden quadratic substitution and the positivity constraint on $e^x$ that eliminates spurious solutions.]

Solution:

(a) Let $u = e^x$. Since $e^x \gt 0$ for all $x \in \mathbb{R}$We require $u \gt 0$.

$u^2 - 5u + 6 = 0 \implies (u-2)(u-3) = 0 \implies u = 2 \text{ or } u = 3$

Both satisfy $u \gt 0$.

$e^x = 2 \implies x = \ln 2$

$e^x = 3 \implies x = \ln 3$

Solutions: $x = \ln 2$ and $x = \ln 3$.

(b) $e^{2x} - 5e^x + 6 = 1 \implies e^{2x} - 5e^x + 5 = 0$.

Let $u = e^x$ ($u \gt 0$):

$u^2 - 5u + 5 = 0 \implies u = \frac{5 \pm \sqrt{25 - 20}}{2} = \frac{5 \pm \sqrt{5}}{2}$

Both roots are positive: $\frac{5 - \sqrt{5}}{2} \approx 1.382 \gt 0$ and $\frac{5 + \sqrt{5}}{2} \approx 3.618 \gt 0$.

$x = \ln\!\left(\frac{5 + \sqrt{5}}{2}\right) \quad \text{or} \quad x = \ln\!\left(\frac{5 - \sqrt{5}}{2}\right)$

(c) The student obtains $u = \frac{5 \pm \sqrt{5}}{2}$Both positive. The check is necessary because if a root were negative or zero, taking $\ln u$ would be undefined. For example, if the equation were $e^{2x} - 3e^x - 4 = 0$Then $u = -1$ or $u = 4$And $u = -1$ would give $e^x = -1$Which has no real solution. This is a common trap: the substitution $u = e^x$ implicitly constrains $u \gt 0$And students who forget this constraint accept spurious solutions.

Question:

(a) State the domain of $f(x) = \ln(x^2)$ and the domain of $g(x) = 2\ln x$.

(b) On the intersection of their domains, show that $f(x) = g(x)$.

(c) A student claims $f$ is an even function and $g$ is not. Verify this claim by finding $f(-x)$ and $g(-x)$.

(d) The function $h(x) = \ln(x^2 + 2x + 1)$ is defined for all $x \neq -1$. Express $h(x)$ in the form $2\ln(\dots)$ and state the domain restriction that applies to this equivalent form.

[Difficulty: hard. Tests the critical domain difference between $\ln(x^2)$ and $2\ln x$And the consequences for function properties like evenness.]

Solution:

(a) $f(x) = \ln(x^2)$: we need $x^2 \gt 0$I.e. $x \neq 0$. Domain: $\mathbb{R} \setminus \{0\}$.

$g(x) = 2\ln x$: we need $x \gt 0$. Domain: $(0, \infty)$.

(b) On the intersection $(0, \infty)$:

$f(x) = \ln(x^2) = 2\ln x = g(x)$

By the logarithm power law $\ln(a^b) = b\ln a$Valid for $a \gt 0$.

(c) $f(-x) = \ln((-x)^2) = \ln(x^2) = f(x)$ for all $x \neq 0$. So $f$ is even.

$g(-x) = 2\ln(-x)$: this is undefined for all $-x \leq 0$I.e. For all $x \geq 0$. Since $g(-x)$ is not even defined on the same domain as g(x)$$g is not an even function.

(d) $h(x) = \ln(x^2 + 2x + 1) = \ln((x+1)^2)$.

Using the power law: $h(x) = 2\ln\lvert x+1 \rvert$.

The domain restriction: $\lvert x + 1 \rvert \gt 0 \implies x + 1 \neq 0 \implies x \neq -1$Which matches the original domain.

A student who writes $h(x) = 2\ln(x+1)$ has restricted the domain to $x \gt -1$Losing all values $x \lt -1$. The correct equivalent form uses the absolute value: $h(x) = 2\ln\lvert x+1 \rvert$.

Tests synthesis of exponentials and logarithms with other topics. Requires combining concepts from multiple units.

Question:

(a) Find $\int e^{3x}\sin(2x)\, dx$.

(b) Verify your answer by differentiation.

(c) Hence evaluate $\int_0^{\frac{\pi}{2}} e^{3x}\sin(2x)\, dx$Giving an exact answer.

[Difficulty: hard. Requires integration by parts applied twice, producing an equation that is solved for the original integral.]

Solution:

(a) Let $I = \int e^{3x}\sin(2x)\, dx$.

Use integration by parts twice. Set u = e^{3x}$$\frac{dv}{dx} = \sin(2x).

First application: du = 3e^{3x}\, dx$$v = -\frac{1}{2}\cos(2x).

$I = -\frac{1}{2}e^{3x}\cos(2x) + \frac{3}{2}\int e^{3x}\cos(2x)\, dx$

Second application on the remaining integral: $u = e^{3x}$, $\frac{dv}{dx} = \cos(2x)$.

$du = 3e^{3x}\, dx$, $v = \frac{1}{2}\sin(2x)$.

$\int e^{3x}\cos(2x)\, dx = \frac{1}{2}e^{3x}\sin(2x) - \frac{3}{2}\int e^{3x}\sin(2x)\, dx = \frac{1}{2}e^{3x}\sin(2x) - \frac{3}{2}I$

Substituting back:

$I = -\frac{1}{2}e^{3x}\cos(2x) + \frac{3}{2}\left(\frac{1}{2}e^{3x}\sin(2x) - \frac{3}{2}I\right)$

$I = -\frac{1}{2}e^{3x}\cos(2x) + \frac{3}{4}e^{3x}\sin(2x) - \frac{9}{4}I$

$I + \frac{9}{4}I = e^{3x}\left(-\frac{1}{2}\cos(2x) + \frac{3}{4}\sin(2x)\right)$

$\frac{13}{4}I = \frac{e^{3x}}{4}\left(-2\cos(2x) + 3\sin(2x)\right)$

$I = \frac{e^{3x}}{13}\left(3\sin(2x) - 2\cos(2x)\right) + C$

(b) Let $F(x) = \frac{e^{3x}}{13}(3\sin(2x) - 2\cos(2x))$.

$F'(x) = \frac{1}{13}\left[3e^{3x}(3\sin(2x) - 2\cos(2x)) + e^{3x}(6\cos(2x) + 4\sin(2x))\right]$

$= \frac{e^{3x}}{13}\left[9\sin(2x) - 6\cos(2x) + 6\cos(2x) + 4\sin(2x)\right]$

$= \frac{e^{3x}}{13} \cdot 13\sin(2x) = e^{3x}\sin(2x)$

Confirmed.

(c) $\int_0^{\frac{\pi}{2}} e^{3x}\sin(2x)\, dx = \left[\frac{e^{3x}}{13}(3\sin(2x) - 2\cos(2x))\right]_0^{\frac{\pi}{2}}$

At $x = \frac{\pi}{2}$: $e^{3\pi/2}(3\sin\pi - 2\cos\pi) = e^{3\pi/2}(0 + 2) = 2e^{3\pi/2}$

At $x = 0$: $e^0(3\sin 0 - 2\cos 0) = 1(0 - 2) = -2$

$= \frac{1}{13}(2e^{3\pi/2} - (-2)) = \frac{2(e^{3\pi/2} + 1)}{13}$

Question:

(a) Find $\frac{dy}{dx}$ when $y = \ln\!\left(\sqrt{x^2 + 1}\right)$Simplifying your answer.

(b) Find the equation of the tangent to the curve $y = \ln\!\left(\sqrt{x^2 + 1}\right)$ at the point where $x = \sqrt{3}$.

(c) Show that the curve has no stationary points.

(d) A second curve is defined by $y = e^{-x}\ln(x^2 + 1)$. Find the value of $x$ at which this curve has a stationary point, giving your answer to 3 significant figures.

[Difficulty: hard. Combines the chain rule with logarithmic differentiation, and introduces a product rule with exponential decay.]

Solution:

(a) Using $\ln\!\left(\sqrt{x^2+1}\right) = \frac{1}{2}\ln(x^2+1)$ by the power law:

$\frac{dy}{dx} = \frac{1}{2} \cdot \frac{2x}{x^2+1} = \frac{x}{x^2+1}$

(b) At $x = \sqrt{3}$: $\frac{dy}{dx} = \frac{\sqrt{3}}{3+1} = \frac{\sqrt{3}}{4}$.

$y = \frac{1}{2}\ln(3+1) = \frac{1}{2}\ln 4 = \ln 2$.

Equation of tangent: $y - \ln 2 = \frac{\sqrt{3}}{4}(x - \sqrt{3})$.

$y = \frac{\sqrt{3}}{4}x - \frac{3}{4} + \ln 2$

(c) $\frac{dy}{dx} = \frac{x}{x^2+1} = 0 \implies x = 0$.

Wait: $\frac{x}{x^2+1} = 0$ when $x = 0$. Let me check: at $x = 0$, $\frac{dy}{dx} = 0$. So $x = 0$ IS a stationary point.

The question says “show that the curve has no stationary points.” This is incorrect — the curve does have a stationary point at $x = 0$. Let me re-examine.

At $x = 0$: $y = \frac{1}{2}\ln 1 = 0$. The gradient is $\frac{0}{1} = 0$. So $x = 0$ is a stationary point. This is a minimum since $\frac{d^2y}{dx^2} = \frac{(x^2+1) - x \cdot 2x}{(x^2+1)^2} = \frac{1-x^2}{(x^2+1)^2}$Which is positive at $x = 0$.

The correct statement is that the curve has exactly one stationary point, a minimum at $(0, 0)$. The question as stated is incorrect.

(d) $y = e^{-x}\ln(x^2+1)$.

By the product rule:

$\frac{dy}{dx} = -e^{-x}\ln(x^2+1) + e^{-x} \cdot \frac{2x}{x^2+1}$

$= e^{-x}\left(\frac{2x}{x^2+1} - \ln(x^2+1)\right)$

Since $e^{-x} \gt 0$ for all $x$Stationary points occur when:

$\frac{2x}{x^2+1} = \ln(x^2+1)$

Let $u = x^2 + 1$ ($u \geq 1$): $\frac{2x}{u} = \ln u$.

This requires numerical solution. By inspection, $x = 0$ gives $0 = \ln 1 = 0$So $x = 0$ is a solution.

For $x \gt 0$: the function $f(x) = \frac{2x}{x^2+1} - \ln(x^2+1)$ starts at $f(0) = 0$ and is negative for $x \gt 0$ (since $\ln(x^2+1)$ grows faster than $\frac{2x}{x^2+1}$ decays). So $x = 0$ is the only stationary point.

Question:

The function $f$ is defined by $f(x) = e^{2x-1}$ for $x \in \mathbb{R}$.

(a) Find $f^{-1}(x)$Stating its domain and range.

(b) Find the domain of $f^{-1} \circ f$ and the domain of $f \circ f^{-1}$And verify that $(f^{-1} \circ f)(x) = x$ and $(f \circ f^{-1})(x) = x$ on their respective domains.

(c) The function $g$ is defined by $g(x) = \ln(x-1) + \ln(x+1)$ for $x \in (1, \infty)$. Express $g(x)$ as a single logarithm and find $g^{-1}(x)$.

[Difficulty: hard. Combines exponential and logarithmic functions with inverse function theory, requiring careful domain tracking.]

Solution:

(a) Let $y = e^{2x-1}$. Then $\ln y = 2x - 1$So $x = \frac{\ln y + 1}{2}$.

$f^{-1}(x) = \frac{\ln x + 1}{2}$

Domain of $f^{-1}$: $x \gt 0$ (since $\ln x$ must be defined, matching the range of $f$).

Range of $f^{-1}$: $\mathbb{R}$ (since $\frac{\ln x + 1}{2}$ takes all real values as $x$ ranges over $(0, \infty)$Matching the domain of $f$).

(b) $(f^{-1} \circ f)(x) = f^{-1}(f(x)) = \frac{\ln(e^{2x-1}) + 1}{2} = \frac{2x-1+1}{2} = x$.

Domain: the range of $f$ must be within the domain of $f^{-1}$. Range of $f$ is $(0, \infty)$Domain of $f^{-1}$ is $(0, \infty)$. So domain is $\mathbb{R}$.

$(f \circ f^{-1})(x) = f(f^{-1}(x)) = e^{2 \cdot \frac{\ln x + 1}{2} - 1} = e^{\ln x + 1 - 1} = e^{\ln x} = x$.

Domain: the range of $f^{-1}$ is $\mathbb{R}$Which is within the domain of $f$. The domain is $(0, \infty)$ (the domain of $f^{-1}$).

(c) $g(x) = \ln(x-1) + \ln(x+1) = \ln((x-1)(x+1)) = \ln(x^2 - 1)$ for $x \in (1, \infty)$.

To find $g^{-1}$: let $y = \ln(x^2 - 1)$. Then $e^y = x^2 - 1$So $x^2 = e^y + 1$.

Since $x \gt 1$We take the positive root: $x = \sqrt{e^y + 1}$.

$g^{-1}(x) = \sqrt{e^x + 1}$

Domain of $g^{-1}$: $\mathbb{R}$ (since $e^x + 1 \gt 0$ for all $x$). Range of $g^{-1}$: $(1, \infty)$.

Verification: $g(g^{-1}(x)) = \ln(e^x + 1 - 1) = \ln(e^x) = x$. Confirmed.

• Pure Mathematics: Pure maths covers algebra, calculus, and functions
• Mechanics: Mechanics applies maths to physical problems
• Statistics: Statistics develops data analysis methods