A-Level Further Mathematics: Further Pure 1
Exam Board Note
Further Pure 1 content is examined across all major UK exam boards, though organisation varies. Edexcel covers this material in Further Pure 1 (FP1/8FM0:01). AQA includes most topics in its Further Mathematics Core modules. OCR A covers these topics in Further Pure A (Y541). CIE includes complex numbers and matrices in Further Mathematics Paper 1. The content on this page aligns with all four specifications — check your specific board's syllabus for exact topic listings.
Further Pure 1 forms the theoretical backbone of A-Level Further Mathematics. It extends the pure mathematics of A-Level with powerful new algebraic and analytical tools. Mastery of this material is essential before progressing to Further Pure 2 and the optional applied modules.
1. Complex Numbers
The need for complex numbers arises from attempting to solve equations like $x^2 + 1 = 0$. No real number satisfies this, because $x^2 \geq 0$ for all real $x$. We introduce the imaginary unit $i$ defined by $i^2 = -1$.
Definition: Complex Number
A complex number is an expression of the form $z = a + bi$, where $a, b \in \mathbb{R}$ and $i^2 = -1$. The number $a = \text{Re}(z)$ is the real part and $b = \text{Im}(z)$ is the imaginary part.
The complex conjugate of $z = a + bi$ is $\bar{z} = a - bi$. Note that $z\bar{z} = a^2 + b^2 = |z|^2$.
Arithmetic of Complex Numbers
- Addition: $(a + bi) + (c + di) = (a+c) + (b+d)i$
- Subtraction: $(a + bi) - (c + di) = (a-c) + (b-d)i$
- Multiplication: $(a + bi)(c + di) = (ac - bd) + (ad + bc)i$
- Division: $\dfrac{a+bi}{c+di} = \dfrac{(a+bi)(c-di)}{c^2+d^2} = \dfrac{ac+bd}{c^2+d^2} + \dfrac{bc-ad}{c^2+d^2}i$
Worked Example 1.1 — Complex Arithmetic
Given $z_1 = 3 + 2i$ and $z_2 = 1 - 4i$, find (a) $z_1 z_2$ and (b) $\dfrac{z_1}{z_2}$.
Part (a)
$$z_1 z_2 = (3 + 2i)(1 - 4i) = 3(1) + 3(-4i) + 2i(1) + 2i(-4i)$$ $$= 3 - 12i + 2i - 8i^2 = 3 - 10i - 8(-1) = 11 - 10i$$
Part (b) Multiply numerator and denominator by $\bar{z}_2 = 1 + 4i$:
$$\frac{z_1}{z_2} = \frac{3 + 2i}{1 - 4i} \cdot \frac{1 + 4i}{1 + 4i} = \frac{(3 + 2i)(1 + 4i)}{1^2 + 4^2}$$
Numerator: $(3+2i)(1+4i) = 3 + 12i + 2i + 8i^2 = 3 + 14i - 8 = -5 + 14i$
Denominator: $1 + 16 = 17$
$$\frac{z_1}{z_2} = \frac{-5 + 14i}{17} = -\frac{5}{17} + \frac{14}{17}i$$
Complex Roots of Polynomials
A key theorem in further mathematics: if the polynomial has real coefficients, then complex roots always occur in conjugate pairs. If $\alpha = a + bi$ is a root, then $\bar{\alpha} = a - bi$ is also a root.
Worked Example 1.2 — Finding Complex Roots
Given that $2 + i$ is a root of $p(x) = x^3 - 5x^2 + 9x - 5$, find all roots.
Step 1 Since the coefficients are real, $2 - i$ is also a root. So $(x - (2+i))(x - (2-i))$ is a factor.
$$(x - 2 - i)(x - 2 + i) = (x-2)^2 + 1 = x^2 - 4x + 5$$
Step 2 Divide $p(x)$ by $x^2 - 4x + 5$:
$$x^3 - 5x^2 + 9x - 5 = (x^2 - 4x + 5)(x - 1)$$
Check: $(x^2 - 4x + 5)(x-1) = x^3 - x^2 - 4x^2 + 4x + 5x - 5 = x^3 - 5x^2 + 9x - 5$ ✓
Step 3 The roots are $x = 2 + i$, $x = 2 - i$, and $x = 1$.
2. The Argand Diagram and Modulus-Argument Form
Complex numbers can be represented geometrically. The Argand diagram places the complex number $z = a + bi$ at the point $(a, b)$ in the complex plane, with the real axis horizontal and the imaginary axis vertical.
Definition: Modulus and Argument
For $z = a + bi$:
- The modulus is $|z| = \sqrt{a^2 + b^2}$ (distance from the origin).
- The argument $\arg(z) = \theta$ is the angle from the positive real axis, measured anticlockwise, where $-\pi < \theta \leq \pi$ (principal argument).
$$\tan\theta = \frac{b}{a} \quad \text{(adjust quadrant using signs of } a \text{ and } b\text{)}$$
The modulus-argument form (also called polar form) is:
$$z = r(\cos\theta + i\sin\theta)$$where $r = |z|$ and $\theta = \arg(z)$. This is often abbreviated $r\,\text{cis}\,\theta$.
Key properties of modulus and argument:
- $|z_1 z_2| = |z_1|\,|z_2|$
- $\arg(z_1 z_2) = \arg(z_1) + \arg(z_2)$ (mod $2\pi$)
- $\left|\dfrac{z_1}{z_2}\right| = \dfrac{|z_1|}{|z_2|}$
- $\arg\!\left(\dfrac{z_1}{z_2}\right) = \arg(z_1) - \arg(z_2)$ (mod $2\pi$)
Worked Example 2.1 — Modulus-Argument Form
Express $z = -1 + \sqrt{3}\,i$ in modulus-argument form.
Step 1 Find the modulus: $$|z| = \sqrt{(-1)^2 + (\sqrt{3})^2} = \sqrt{1 + 3} = 2$$
Step 2 Find the argument. Since $a = -1 < 0$ and $b = \sqrt{3} > 0$, $z$ is in the second quadrant. $$\tan\alpha = \frac{\sqrt{3}}{1} = \sqrt{3} \implies \alpha = \frac{\pi}{3}$$ Therefore $\theta = \pi - \frac{\pi}{3} = \frac{2\pi}{3}$.
Step 3 Write in polar form: $$z = 2\!\left(\cos\frac{2\pi}{3} + i\sin\frac{2\pi}{3}\right)$$
Loci in the Complex Plane
Equations and inequalities involving $|z - a|$ and $\arg(z - a)$ describe geometric loci:
- $|z - z_0| = r$: circle with centre $z_0$ and radius $r$.
- $|z - z_1| = |z - z_2|$: perpendicular bisector of the segment $z_1z_2$.
- $\arg(z - z_0) = \theta$: ray from $z_0$ at angle $\theta$ (half-line).
FP1·1 — Argand diagram showing complex numbers in the complex plane. Blue point: $z_1 = 2 + i$ with $|z_1| = \sqrt{5}$. Red point: $z_2 = -1 + \sqrt{3}\,i$ (from Example 2.1) with $|z_2| = 2$ and $\arg(z_2) = \tfrac{2\pi}{3}$ (dashed). Green circle: locus $|z| = 2$.
3. De Moivre's Theorem
Theorem: De Moivre's Theorem
For any integer $n$ and $\theta \in \mathbb{R}$:
$$(\cos\theta + i\sin\theta)^n = \cos(n\theta) + i\sin(n\theta)$$
Equivalently, if $z = r(\cos\theta + i\sin\theta)$, then $z^n = r^n(\cos n\theta + i\sin n\theta)$.
De Moivre's theorem has two principal applications in A-Level Further Mathematics:
- Multiple angle identities: expressing $\sin(n\theta)$ and $\cos(n\theta)$ in terms of powers of $\sin\theta$ and $\cos\theta$.
- $n$th roots of complex numbers: finding all $n$ values of $z^{1/n}$.
Worked Example 3.1 — Triple Angle Formula
Use De Moivre's theorem to show that $\cos 3\theta = 4\cos^3\theta - 3\cos\theta$.
Step 1 By De Moivre's theorem, $\cos 3\theta + i\sin 3\theta = (\cos\theta + i\sin\theta)^3$.
Step 2 Expand using the binomial theorem: $$(\cos\theta + i\sin\theta)^3 = \cos^3\theta + 3\cos^2\theta(i\sin\theta) + 3\cos\theta(i\sin\theta)^2 + (i\sin\theta)^3$$ $$= \cos^3\theta + 3i\cos^2\theta\sin\theta - 3\cos\theta\sin^2\theta - i\sin^3\theta$$
Step 3 Collect real and imaginary parts: $$\text{Real: } \cos^3\theta - 3\cos\theta\sin^2\theta = \cos\theta(\cos^2\theta - 3\sin^2\theta)$$ Use $\sin^2\theta = 1 - \cos^2\theta$: $$= \cos\theta(\cos^2\theta - 3(1-\cos^2\theta)) = \cos\theta(4\cos^2\theta - 3) = 4\cos^3\theta - 3\cos\theta$$
Therefore $\cos 3\theta = 4\cos^3\theta - 3\cos\theta$ as required.
Worked Example 3.2 — Cube Roots of Unity
Find all cube roots of $-8$.
Step 1 Write $-8 = 8(\cos\pi + i\sin\pi)$ in polar form.
Step 2 The cube roots have modulus $8^{1/3} = 2$ and arguments $\dfrac{\pi + 2k\pi}{3}$ for $k = 0, 1, 2$:
- $k = 0$: $\theta = \dfrac{\pi}{3}$, giving $z_0 = 2\!\left(\cos\dfrac{\pi}{3} + i\sin\dfrac{\pi}{3}\right) = 2\!\left(\dfrac{1}{2} + \dfrac{\sqrt{3}}{2}i\right) = 1 + \sqrt{3}i$
- $k = 1$: $\theta = \pi$, giving $z_1 = 2(\cos\pi + i\sin\pi) = -2$
- $k = 2$: $\theta = \dfrac{5\pi}{3}$, giving $z_2 = 2\!\left(\cos\dfrac{5\pi}{3} + i\sin\dfrac{5\pi}{3}\right) = 1 - \sqrt{3}i$
4. Matrices: Operations, Determinants, and Inverses
A matrix is a rectangular array of numbers arranged in rows and columns. We write an $m \times n$ matrix $A$ for one with $m$ rows and $n$ columns, and denote its $(i,j)$ entry by $a_{ij}$.
Matrix Multiplication
The product $AB$ of an $m \times n$ matrix $A$ and an $n \times p$ matrix $B$ is the $m \times p$ matrix $C$ where: $$c_{ij} = \sum_{k=1}^n a_{ik} b_{kj}$$ Note that matrix multiplication is generally not commutative: $AB \neq BA$ in general.
Worked Example 4.1 — Matrix Multiplication
Compute $AB$ where $A = \begin{pmatrix} 2 & -1 \\ 3 & 4 \end{pmatrix}$ and $B = \begin{pmatrix} 1 & 0 \\ -2 & 3 \end{pmatrix}$.
$$AB = \begin{pmatrix} 2(1)+(-1)(-2) & 2(0)+(-1)(3) \\ 3(1)+4(-2) & 3(0)+4(3) \end{pmatrix} = \begin{pmatrix} 4 & -3 \\ -5 & 12 \end{pmatrix}$$
The Determinant
Definition: 2×2 and 3×3 Determinants
For a $2 \times 2$ matrix: $\det\begin{pmatrix} a & b \\ c & d \end{pmatrix} = ad - bc$
For a $3 \times 3$ matrix, expand along the first row: $$\det\begin{pmatrix} a & b & c \\ d & e & f \\ g & h & i \end{pmatrix} = a(ei - fh) - b(di - fg) + c(dh - eg)$$
A matrix is singular (non-invertible) if and only if its determinant is zero.
The Inverse Matrix
For a non-singular $2 \times 2$ matrix: $$\begin{pmatrix} a & b \\ c & d \end{pmatrix}^{-1} = \frac{1}{ad-bc}\begin{pmatrix} d & -b \\ -c & a \end{pmatrix}$$ For $3 \times 3$ matrices, the inverse is found using the matrix of cofactors transposed (the adjugate), divided by the determinant.
Worked Example 4.2 — Inverse of a 3×3 Matrix
Find the inverse of $M = \begin{pmatrix} 1 & 2 & 0 \\ -1 & 3 & 1 \\ 2 & 0 & 4 \end{pmatrix}$.
Step 1 Find $\det(M)$ expanding along row 1: $$\det(M) = 1\det\begin{pmatrix}3&1\\0&4\end{pmatrix} - 2\det\begin{pmatrix}-1&1\\2&4\end{pmatrix} + 0$$ $$= 1(12 - 0) - 2(-4 - 2) = 12 + 12 = 24$$
Step 2 Compute the matrix of cofactors $C$ where $C_{ij} = (-1)^{i+j}M_{ij}$: $$C = \begin{pmatrix} 12 & 6 & -6 \\ -8 & 4 & 4 \\ 2 & -1 & 5 \end{pmatrix}$$
Step 3 The inverse is $M^{-1} = \dfrac{1}{24}C^T$: $$M^{-1} = \frac{1}{24}\begin{pmatrix} 12 & -8 & 2 \\ 6 & 4 & -1 \\ -6 & 4 & 5 \end{pmatrix}$$
5. Matrix Transformations
In 2D, geometric transformations of the plane can be represented by $2 \times 2$ matrices. A transformation $T$ maps the point $\mathbf{x} = (x, y)^T$ to $T\mathbf{x}$.
When applying two transformations in succession, the combined matrix is the product. If $T_1$ is applied first then $T_2$, the combined transformation matrix is $M = T_2 T_1$ (note the order: the first transformation is on the right).
The area scale factor of a linear transformation represented by matrix $M$ equals $|\det(M)|$. If $\det(M) < 0$, the transformation involves a reflection.
Worked Example 5.1 — Combining Transformations
Find the matrix representing a rotation of $90°$ anticlockwise followed by a reflection in the $y$-axis. Apply this to the point $(3, 1)$.
Step 1 Rotation by $90°$: $R = \begin{pmatrix}0 & -1 \\ 1 & 0\end{pmatrix}$
Step 2 Reflection in $y$-axis: $S = \begin{pmatrix}-1 & 0 \\ 0 & 1\end{pmatrix}$
Step 3 Combined matrix (rotation first, so $R$ on right): $$M = SR = \begin{pmatrix}-1 & 0 \\ 0 & 1\end{pmatrix}\begin{pmatrix}0 & -1 \\ 1 & 0\end{pmatrix} = \begin{pmatrix}0 & 1 \\ 1 & 0\end{pmatrix}$$ This is the reflection in $y = x$!
Step 4 Apply to $(3, 1)^T$: $$\begin{pmatrix}0 & 1 \\ 1 & 0\end{pmatrix}\begin{pmatrix}3 \\ 1\end{pmatrix} = \begin{pmatrix}1 \\ 3\end{pmatrix}$$ The image is $(1, 3)$, as expected from the reflection $y = x$.
6. Eigenvalues and Eigenvectors
Definition: Eigenvalues and Eigenvectors
A non-zero vector $\mathbf{v}$ is an eigenvector of matrix $A$ with corresponding eigenvalue $\lambda$ if: $$A\mathbf{v} = \lambda\mathbf{v}$$ Geometrically, $A$ scales $\mathbf{v}$ by $\lambda$ without changing its direction (though it may reverse it if $\lambda < 0$).
Finding eigenvalues: Rearrange $A\mathbf{v} = \lambda\mathbf{v}$ as $(A - \lambda I)\mathbf{v} = \mathbf{0}$. For non-trivial solutions, we need $\det(A - \lambda I) = 0$. This is the characteristic equation.
Finding eigenvectors: Once $\lambda$ is known, solve $(A - \lambda I)\mathbf{v} = \mathbf{0}$ to find the corresponding eigenvector(s).
Worked Example 6.1 — Eigenvalues and Eigenvectors
Find the eigenvalues and eigenvectors of $A = \begin{pmatrix} 5 & 2 \\ 2 & 2 \end{pmatrix}$.
Step 1 Form and solve the characteristic equation: $$\det(A - \lambda I) = \det\begin{pmatrix}5-\lambda & 2 \\ 2 & 2-\lambda\end{pmatrix} = (5-\lambda)(2-\lambda) - 4$$ $$= \lambda^2 - 7\lambda + 10 - 4 = \lambda^2 - 7\lambda + 6 = (\lambda - 1)(\lambda - 6) = 0$$ Eigenvalues: $\lambda_1 = 1$, $\lambda_2 = 6$.
Step 2 For $\lambda = 1$: solve $(A - I)\mathbf{v} = \mathbf{0}$: $$\begin{pmatrix}4 & 2 \\ 2 & 1\end{pmatrix}\begin{pmatrix}x \\ y\end{pmatrix} = \begin{pmatrix}0 \\ 0\end{pmatrix}$$ Row 1 gives $4x + 2y = 0$, so $y = -2x$. Eigenvector: $\mathbf{v}_1 = \begin{pmatrix}1 \\ -2\end{pmatrix}$.
Step 3 For $\lambda = 6$: solve $(A - 6I)\mathbf{v} = \mathbf{0}$: $$\begin{pmatrix}-1 & 2 \\ 2 & -4\end{pmatrix}\begin{pmatrix}x \\ y\end{pmatrix} = \begin{pmatrix}0 \\ 0\end{pmatrix}$$ Row 1 gives $-x + 2y = 0$, so $x = 2y$. Eigenvector: $\mathbf{v}_2 = \begin{pmatrix}2 \\ 1\end{pmatrix}$.
7. Proof by Mathematical Induction
The Method of Mathematical Induction
To prove a statement $P(n)$ is true for all integers $n \geq n_0$:
- Base case: Verify $P(n_0)$ is true.
- Inductive step: Assume $P(k)$ is true (the inductive hypothesis). Show that $P(k+1)$ must also be true.
- Conclusion: By the principle of induction, $P(n)$ is true for all $n \geq n_0$.
Worked Example 7.1 — Summation Formula
Prove by induction that $\displaystyle\sum_{r=1}^n r^2 = \frac{n(n+1)(2n+1)}{6}$ for all $n \geq 1$.
Base case $n = 1$: LHS $= 1^2 = 1$. RHS $= \dfrac{1 \cdot 2 \cdot 3}{6} = 1$. ✓
Inductive step Assume the result holds for $n = k$: $$\sum_{r=1}^k r^2 = \frac{k(k+1)(2k+1)}{6}$$ We must show it holds for $n = k+1$, i.e., $\displaystyle\sum_{r=1}^{k+1} r^2 = \dfrac{(k+1)(k+2)(2k+3)}{6}$.
$$\sum_{r=1}^{k+1} r^2 = \sum_{r=1}^k r^2 + (k+1)^2 = \frac{k(k+1)(2k+1)}{6} + (k+1)^2$$ $$= \frac{k(k+1)(2k+1) + 6(k+1)^2}{6} = \frac{(k+1)[k(2k+1) + 6(k+1)]}{6}$$ $$= \frac{(k+1)(2k^2 + 7k + 6)}{6} = \frac{(k+1)(k+2)(2k+3)}{6}$$
Conclusion The result holds for $n = 1$, and if it holds for $n = k$ it holds for $n = k+1$. By the principle of mathematical induction, the result is true for all integers $n \geq 1$.
Worked Example 7.2 — Divisibility Proof
Prove by induction that $5^n - 1$ is divisible by 4 for all $n \geq 1$.
Base case $n = 1$: $5^1 - 1 = 4 = 4 \times 1$. Divisible by 4. ✓
Inductive step Assume $5^k - 1 = 4m$ for some integer $m$. Then $5^k = 4m + 1$. $$5^{k+1} - 1 = 5 \cdot 5^k - 1 = 5(4m + 1) - 1 = 20m + 5 - 1 = 20m + 4 = 4(5m + 1)$$ Since $5m + 1$ is an integer, $5^{k+1} - 1$ is divisible by 4.
Conclusion By mathematical induction, $5^n - 1$ is divisible by 4 for all $n \geq 1$.
8. Series: Method of Differences and Maclaurin Series
Method of Differences
The method of differences is used to evaluate finite sums by expressing the general term as a difference of a function: $f(r) = u(r) - u(r-1)$ (or $u(r+1) - u(r)$). The sum then telescopes:
$$\sum_{r=1}^n f(r) = \sum_{r=1}^n [u(r) - u(r-1)] = u(n) - u(0)$$Worked Example 8.1 — Method of Differences
Show that $\dfrac{1}{r(r+1)} = \dfrac{1}{r} - \dfrac{1}{r+1}$, and hence find $\displaystyle\sum_{r=1}^n \frac{1}{r(r+1)}$.
Step 1 Partial fractions: $\dfrac{1}{r} - \dfrac{1}{r+1} = \dfrac{(r+1) - r}{r(r+1)} = \dfrac{1}{r(r+1)}$ ✓
Step 2 Telescope the sum: $$\sum_{r=1}^n \frac{1}{r(r+1)} = \sum_{r=1}^n\!\left(\frac{1}{r} - \frac{1}{r+1}\right)$$ $$= \left(1 - \frac{1}{2}\right) + \left(\frac{1}{2} - \frac{1}{3}\right) + \cdots + \left(\frac{1}{n} - \frac{1}{n+1}\right)$$ $$= 1 - \frac{1}{n+1} = \frac{n}{n+1}$$
Maclaurin Series
The Maclaurin series expresses a function as an infinite power series centred at $x = 0$:
$$f(x) = f(0) + f'(0)x + \frac{f''(0)}{2!}x^2 + \frac{f'''(0)}{3!}x^3 + \cdots = \sum_{n=0}^{\infty} \frac{f^{(n)}(0)}{n!}x^n$$Standard Maclaurin series (valid for the stated values of $x$):
$$e^x = 1 + x + \frac{x^2}{2!} + \frac{x^3}{3!} + \cdots \quad (\text{all } x)$$ $$\sin x = x - \frac{x^3}{3!} + \frac{x^5}{5!} - \cdots \quad (\text{all } x)$$ $$\cos x = 1 - \frac{x^2}{2!} + \frac{x^4}{4!} - \cdots \quad (\text{all } x)$$ $$\ln(1+x) = x - \frac{x^2}{2} + \frac{x^3}{3} - \cdots \quad (-1 < x \leq 1)$$ $$(1+x)^n = 1 + nx + \frac{n(n-1)}{2!}x^2 + \cdots \quad (|x| < 1 \text{ if } n \notin \mathbb{Z}^+)$$9. Roots of Polynomials (Vieta's Formulas)
Vieta's formulas relate the coefficients of a polynomial to symmetric functions of its roots, without requiring us to find the roots explicitly.
Vieta's Formulas
For the quadratic $ax^2 + bx + c = 0$ with roots $\alpha, \beta$:
$$\alpha + \beta = -\frac{b}{a}, \qquad \alpha\beta = \frac{c}{a}$$
For the cubic $ax^3 + bx^2 + cx + d = 0$ with roots $\alpha, \beta, \gamma$:
$$\alpha+\beta+\gamma = -\frac{b}{a}, \quad \alpha\beta+\beta\gamma+\gamma\alpha = \frac{c}{a}, \quad \alpha\beta\gamma = -\frac{d}{a}$$
For the quartic $ax^4 + bx^3 + cx^2 + dx + e = 0$ with roots $\alpha, \beta, \gamma, \delta$:
$$\sum\alpha = -\frac{b}{a},\quad \sum\alpha\beta = \frac{c}{a},\quad \sum\alpha\beta\gamma = -\frac{d}{a},\quad \alpha\beta\gamma\delta = \frac{e}{a}$$
Worked Example 9.1 — Symmetric Functions of Roots
The cubic $2x^3 - 5x^2 + x + 3 = 0$ has roots $\alpha, \beta, \gamma$. Find (a) $\alpha^2 + \beta^2 + \gamma^2$ and (b) $\alpha^3 + \beta^3 + \gamma^3$.
Vieta's formulas $\alpha+\beta+\gamma = \dfrac{5}{2}$, $\alpha\beta+\beta\gamma+\gamma\alpha = \dfrac{1}{2}$, $\alpha\beta\gamma = -\dfrac{3}{2}$.
Part (a) Use the identity $\alpha^2+\beta^2+\gamma^2 = (\alpha+\beta+\gamma)^2 - 2(\alpha\beta+\beta\gamma+\gamma\alpha)$: $$= \left(\frac{5}{2}\right)^2 - 2\cdot\frac{1}{2} = \frac{25}{4} - 1 = \frac{21}{4}$$
Part (b) Use Newton's identity: $p_3 = (\alpha+\beta+\gamma)p_2 - (\alpha\beta+\beta\gamma+\gamma\alpha)p_1 + 3\alpha\beta\gamma$ where $p_k = \alpha^k+\beta^k+\gamma^k$ and $p_1 = \frac{5}{2}$, $p_2 = \frac{21}{4}$: $$\alpha^3+\beta^3+\gamma^3 = \frac{5}{2}\cdot\frac{21}{4} - \frac{1}{2}\cdot\frac{5}{2} + 3\cdot\left(-\frac{3}{2}\right) = \frac{105}{8} - \frac{5}{4} - \frac{9}{2} = \frac{105-10-36}{8} = \frac{59}{8}$$
10. Practice Problems
Problem 1 — Complex Numbers
Find the complex number $z$ satisfying $z^2 = -5 + 12i$. Give your answer in the form $a + bi$.
Show Solution
Let $z = a + bi$. Then $z^2 = a^2 - b^2 + 2abi = -5 + 12i$.
Equating real parts: $a^2 - b^2 = -5$. Equating imaginary parts: $2ab = 12$, so $b = 6/a$.
Substituting: $a^2 - 36/a^2 = -5$. Multiply by $a^2$: $a^4 + 5a^2 - 36 = 0$, so $(a^2 - 4)(a^2 + 9) = 0$.
Since $a \in \mathbb{R}$, we have $a^2 = 4$, so $a = \pm 2$. If $a = 2$, $b = 3$; if $a = -2$, $b = -3$.
$$z = 2 + 3i \quad \text{or} \quad z = -2 - 3i$$
Problem 2 — Argand Diagram / Loci
Sketch the locus of $z$ satisfying $|z - 3| = |z + i|$ and find its Cartesian equation.
Show Solution
Let $z = x + iy$. Then $|z - 3| = |(x-3) + iy| = \sqrt{(x-3)^2 + y^2}$ and $|z + i| = |x + i(y+1)| = \sqrt{x^2 + (y+1)^2}$.
Setting equal and squaring: $(x-3)^2 + y^2 = x^2 + (y+1)^2$
$x^2 - 6x + 9 + y^2 = x^2 + y^2 + 2y + 1$
$-6x + 9 = 2y + 1$, giving $6x + 2y = 8$, i.e., $\mathbf{3x + y = 4}$.
This is the perpendicular bisector of the segment joining $(3, 0)$ to $(0, -1)$.
Problem 3 — De Moivre's Theorem
Use De Moivre's theorem to find all fifth roots of $32$ and plot them on an Argand diagram.
Show Solution
Write $32 = 32(\cos 0 + i\sin 0)$. The fifth roots have modulus $32^{1/5} = 2$ and arguments $\dfrac{0 + 2k\pi}{5} = \dfrac{2k\pi}{5}$ for $k = 0, 1, 2, 3, 4$.
$k=0$: $z = 2(\cos 0 + i\sin 0) = 2$
$k=1$: $z = 2\!\left(\cos\dfrac{2\pi}{5} + i\sin\dfrac{2\pi}{5}\right) \approx 0.618 + 1.902i$
$k=2$: $z = 2\!\left(\cos\dfrac{4\pi}{5} + i\sin\dfrac{4\pi}{5}\right) \approx -1.618 + 1.176i$
$k=3$: $z = 2\!\left(\cos\dfrac{6\pi}{5} + i\sin\dfrac{6\pi}{5}\right) \approx -1.618 - 1.176i$
$k=4$: $z = 2\!\left(\cos\dfrac{8\pi}{5} + i\sin\dfrac{8\pi}{5}\right) \approx 0.618 - 1.902i$
These 5 points lie equally spaced on a circle of radius 2 in the Argand diagram.
Problem 4 — Matrices
The matrix $A = \begin{pmatrix} 3 & 1 \\ k & 2 \end{pmatrix}$ is singular. Find $k$ and hence explain the geometric significance.
Show Solution
$A$ is singular when $\det(A) = 0$: $3(2) - (1)(k) = 6 - k = 0$, so $k = 6$.
When $k = 6$, $A = \begin{pmatrix}3 & 1 \\ 6 & 2\end{pmatrix}$. Since $\det(A) = 0$, the area scale factor is zero. Geometrically, the transformation maps the entire plane onto a line (or the origin), meaning all points are mapped to a 1-dimensional set — the transformation collapses the plane.
Problem 5 — Eigenvalues
Matrix $B = \begin{pmatrix} 4 & 1 \\ 3 & 2 \end{pmatrix}$ has eigenvalues $\lambda_1$ and $\lambda_2$. Find the eigenvalues, their corresponding eigenvectors, and verify that $\text{tr}(B) = \lambda_1 + \lambda_2$.
Show Solution
Characteristic equation: $(4-\lambda)(2-\lambda) - 3 = \lambda^2 - 6\lambda + 5 = (\lambda-1)(\lambda-5) = 0$.
Eigenvalues: $\lambda_1 = 1$, $\lambda_2 = 5$.
For $\lambda = 1$: $(B - I)\mathbf{v} = \begin{pmatrix}3 & 1 \\ 3 & 1\end{pmatrix}\mathbf{v} = \mathbf{0}$, giving $3x + y = 0$. Eigenvector: $\mathbf{v}_1 = \begin{pmatrix}1 \\ -3\end{pmatrix}$.
For $\lambda = 5$: $(B - 5I)\mathbf{v} = \begin{pmatrix}-1 & 1 \\ 3 & -3\end{pmatrix}\mathbf{v} = \mathbf{0}$, giving $x = y$. Eigenvector: $\mathbf{v}_2 = \begin{pmatrix}1 \\ 1\end{pmatrix}$.
$\text{tr}(B) = 4 + 2 = 6 = 1 + 5 = \lambda_1 + \lambda_2$ ✓
Problem 6 — Proof by Induction
Prove by induction that $\displaystyle\sum_{r=1}^n r \cdot r! = (n+1)! - 1$ for all positive integers $n$.
Show Solution
Base case ($n=1$): LHS $= 1 \cdot 1! = 1$. RHS $= 2! - 1 = 2 - 1 = 1$. ✓
Inductive step: Assume $\displaystyle\sum_{r=1}^k r \cdot r! = (k+1)! - 1$. Then:
$$\sum_{r=1}^{k+1} r \cdot r! = (k+1)! - 1 + (k+1)(k+1)! = (k+1)!\bigl(1 + (k+1)\bigr) - 1 = (k+2)! - 1$$
This is exactly the formula with $n = k+1$. By induction, the result holds for all $n \geq 1$.
Problem 7 — Series / Method of Differences
Show that $\dfrac{4}{r(r+2)} = \dfrac{2}{r} - \dfrac{2}{r+2}$, and hence find $\displaystyle\sum_{r=1}^n \frac{4}{r(r+2)}$ in simplified form.
Show Solution
$\dfrac{2}{r} - \dfrac{2}{r+2} = \dfrac{2(r+2) - 2r}{r(r+2)} = \dfrac{4}{r(r+2)}$ ✓
Writing out the telescoping sum: $$\sum_{r=1}^n \frac{4}{r(r+2)} = 2\sum_{r=1}^n\!\left(\frac{1}{r} - \frac{1}{r+2}\right)$$ $$= 2\left[\left(1 - \frac{1}{3}\right) + \left(\frac{1}{2} - \frac{1}{4}\right) + \left(\frac{1}{3} - \frac{1}{5}\right) + \cdots\right]$$ Most terms cancel. The surviving terms are $1 + \dfrac{1}{2} - \dfrac{1}{n+1} - \dfrac{1}{n+2}$: $$= 2\left(\frac{3}{2} - \frac{1}{n+1} - \frac{1}{n+2}\right) = 3 - \frac{2}{n+1} - \frac{2}{n+2}$$
Problem 8 — Roots of Polynomials
The quartic $x^4 - 6x^3 + 11x^2 - 2x - 4 = 0$ has roots $\alpha, \beta, \gamma, \delta$. Find $\alpha^2+\beta^2+\gamma^2+\delta^2$ and $\dfrac{1}{\alpha}+\dfrac{1}{\beta}+\dfrac{1}{\gamma}+\dfrac{1}{\delta}$.
Show Solution
From Vieta's formulas: $\sum\alpha = 6$, $\sum\alpha\beta = 11$, $\sum\alpha\beta\gamma = 2$, $\alpha\beta\gamma\delta = -4$.
$\alpha^2+\beta^2+\gamma^2+\delta^2 = (\sum\alpha)^2 - 2\sum\alpha\beta = 36 - 22 = \mathbf{14}$
$\dfrac{1}{\alpha}+\dfrac{1}{\beta}+\dfrac{1}{\gamma}+\dfrac{1}{\delta} = \dfrac{\sum\alpha\beta\gamma}{\alpha\beta\gamma\delta} = \dfrac{2}{-4} = -\dfrac{1}{2}$