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Free QCE Specialist Mathematics Flashcard Review

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De Moivre's Theorem — statement

For any complex number z = r(cos θ + i sin θ) and any positive integer n: zn = rn(cos(nθ) + i sin(nθ)) Equivalently: (cos θ + i sin θ)n = cos(nθ) + i sin(nθ)

nth roots of unity — formula and count

The nth roots of 1 are given by: z_k = cos(2πk/n) + i sin(2πk/n), where k = 0, 1, 2, …, n−1 There are exactly n distinct nth roots of unity, evenly spaced on the unit circle.

Conjugate Root Theorem — statement

If a polynomial P(z) has real coefficients and a + bi (b ≠ 0) is a root, then a − bi is also a root. Complex roots of real polynomials always occur in conjugate pairs.

Mathematical Induction — template structure

Proof by induction requires two steps: 1. Base case: Prove P(1) is true (or the smallest applicable value) 2. Inductive step: Assume P(k) is true, prove P(k+1) is true Conclusion: P(n) is true for all positive integers n.

Dot product (scalar product) — formula

For vectors a = (a1, a2, a3) and b = (b1, b2, b3): a · b = a1b1 + a2b2 + a3b3 Alternatively: a · b = |a| |b| cos θ, where θ is the angle between them.

Dot product — key properties

1. Commutative: a · b = b · a 2. Distributive: a · (b + c) = a · b + a · c 3. Scalar multiple: k(a · b) = (ka) · b = a · (kb) 4. a · a = |a|2 5. Perpendicular vectors: a · b = 0

Cross product — formula

For vectors a = (a1, a2, a3) and b = (b1, b2, b3): a × b = (a2b3 − a3b2, a3b1 − a1b3, a1b2 − a2b1) The result is perpendicular to both a and b with magnitude |a| |b| sin θ.

Cross product — key properties

1. Anti-commutative: a × b = −(b × a) 2. Not associative: (a × b) × c ≠ a × (b × c) in general 3. Distributive: a × (b + c) = a × b + a × c 4. Parallel vectors: a × b = 0 5. |a × b| = area of parallelogram formed by a and b

Scalar triple product — formula and interpretation

Scalar triple product: a · (b × c) = det[a b c] Interpretation: |a · (b × c)| gives the volume of the parallelepiped formed by vectors a, b, c. Coplanar condition: a · (b × c) = 0

Vector form of a line in R3

Vector form: r = a + λb where a is a position vector of a known point, b is the direction vector, and λ is a parameter (λ ∈ ℝ). Alternatively written: r = r0 + t d

Cartesian form of a line in R3

Cartesian form: (x − x0)/l = (y − y0)/m = (z − z0)/n where (x0, y0, z0) is a point on the line and (l, m, n) is the direction vector. Note: If a component is 0, that part becomes an equation (e.g., x = x0).

Vector form of a plane in R3

Vector form: r = a + λu + μv where a is a position vector of a known point, u and v are non-parallel direction vectors, and λ, μ are parameters (λ, μ ∈ ℝ).

Cartesian form of a plane in R3

Cartesian form: ax + by + cz = d where (a, b, c) is the normal vector to the plane. Alternatively: a(x − x0) + b(y − y0) + c(z − z0) = 0 using point (x0, y0, z0).

Normal vector from Cartesian plane equation

For plane ax + by + cz = d, the normal vector is n = (a, b, c). This vector is perpendicular to every vector in the plane.

Condition for parallel vectors

Vectors a and b are parallel if and only if a = kb for some scalar k ≠ 0. Equivalently: a × b = 0. Geometric: parallel vectors have the same or opposite direction.

Condition for perpendicular vectors

Vectors a and b are perpendicular if and only if a · b = 0. Geometric: the angle between them is 90°.

Equation of a sphere — standard form

Standard form: (x − h)2 + (y − k)2 + (z − l)2 = r2 where (h, k, l) is the centre and r is the radius. General form: x2 + y2 + z2 + 2gx + 2fy + 2lz + c = 0, where centre is (−g, −f, −l).

Distance from a point to a plane — formula

Distance from point P(x0, y0, z0) to plane ax + by + cz = d: d = |ax0 + by0 + cz0 − d| / √(a2 + b2 + c2) Numerator is absolute value of plane equation evaluated at the point; denominator is magnitude of normal vector.

Derivative of a vector function

If r(t) = (x(t), y(t), z(t)), then: dr/dt = (dx/dt, dy/dt, dz/dt) The derivative represents the tangent vector (velocity in physical contexts).

Integral of a vector function

If r(t) = (x(t), y(t), z(t)), then: ∫ r(t) dt = (∫ x(t) dt, ∫ y(t) dt, ∫ z(t) dt) + C where C is a vector constant of integration.