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High School · Calculus Preparation

Pre-Calculus

Level · High school Chapters · 8 Feeds into · AP Calculus AB/BC · SAT · ACT
1

Trigonometry

Trigonometry studies the relationships between angles and sides of triangles. Right-triangle definitions extend to all real angles via the unit circle, giving the six trigonometric functions, laws of sines and cosines, and the area formula.

● Right-triangle definitions

\[\sin\theta=\frac{\text{opp}}{hyp},\quad\cos\theta=\frac{\text{adj}}{hyp},\quad\tan\theta=\frac{\text{opp}}{\text{adj}},\]\[\csc\theta=\frac{1}{\sin\theta},\quad\sec\theta=\frac{1}{\cos\theta},\quad\cot\theta=\frac{1}{\tan\theta}.\]

Memory aid for signs by quadrant (ASTC): Q1 All positive; Q2 Sin positive; Q3 Tan positive; Q4 Cos positive.

● Degrees, radians, and arc length

\[180°=\pi\text{ rad}.\quad\text{Arc length: }s=r\theta\;(\theta\text{ in radians}).\quad\text{Sector area: }A=\tfrac{1}{2}r^2\theta.\]

DegreesRadians\(\sin\)\(\cos\)\(\tan\)
0010
30°\(\pi/6\)\(\frac{1}{2}\)\(\frac{\sqrt3}{2}\)\(\frac{1}{\sqrt3}\)
45°\(\pi/4\)\(\frac{\sqrt2}{2}\)\(\frac{\sqrt2}{2}\)1
60°\(\pi/3\)\(\frac{\sqrt3}{2}\)\(\frac{1}{2}\)\(\sqrt3\)
90°\(\pi/2\)10undef

● Law of Sines

\[\frac{a}{\sin A}=\frac{b}{\sin B}=\frac{c}{\sin C}.\]

Use when: AAS, ASA, or SSA (ambiguous case — may give 0, 1, or 2 triangles).

SSA ambiguous case: given \(a, b, A\). If \(a < b\sin A\) → no triangle; if \(a=b\sin A\) → right triangle; if \(b\sin A < a < b\) → two triangles; if \(a\ge b\) → one triangle.

● Law of Cosines & Area

\[c^2=a^2+b^2-2ab\cos C;\qquad\cos C=\frac{a^2+b^2-c^2}{2ab}.\]\[\text{Area}=\tfrac{1}{2}ab\sin C.\quad\text{Heron's: }A=\sqrt{s(s-a)(s-b)(s-c)},\;s=\tfrac{a+b+c}{2}.\]

Use Law of Cosines when: SAS (two sides + included angle) or SSS (three sides).

Worked Example 1.1 — Law of Sines AAS

Problem. In \(\triangle ABC\), \(A=40°\), \(B=75°\), \(b=12\). Find \(a\) and the area.

\(C=180-40-75=65°.\quad\dfrac{a}{\sin40°}=\dfrac{12}{\sin75°}.\)

\(a=\dfrac{12\sin40°}{\sin75°}=\dfrac{12(0.6428)}{0.9659}\approx7.99.\)

Area \(=\dfrac{1}{2}ab\sin C=\dfrac{1}{2}(7.99)(12)\sin65°\approx43.5.\)

Worked Example 1.2 — Law of Cosines SSS

Problem. A triangle has sides \(a=7, b=9, c=5\). Find angle \(B\).

\(\cos B=\dfrac{a^2+c^2-b^2}{2ac}=\dfrac{49+25-81}{2(7)(5)}=\dfrac{-7}{70}=-0.1.\)

\(B=\arccos(-0.1)\approx95.7°.\)

Worked Example 1.3 — Ambiguous SSA

Problem. Given \(a=6,\;b=8,\;A=30°\). Find all possible triangles.

\(b\sin A=8\sin30°=4.\) Since \(b\sin A=4 < a=6 < b=8\): two triangles possible.

\(\sin B=\dfrac{b\sin A}{a}=\dfrac{8(0.5)}{6}=\dfrac{2}{3}.\quad B_1=\arcsin(2/3)\approx41.8°\) or \(B_2=180°-41.8°=138.2°.\)

Triangle 1: \(B_1\approx41.8°,\;C_1\approx108.2°.\) Triangle 2: \(B_2\approx138.2°,\;C_2\approx11.8°.\) Both valid since all angles positive and sum to 180°.

Worked Example 1.4 — Arc length and sector area

Problem. A sector has radius 10 cm and central angle 120°. Find the arc length and area.

\(\theta=120°=\dfrac{2\pi}{3}\) rad. Arc length: \(s=r\theta=10\cdot\dfrac{2\pi}{3}=\dfrac{20\pi}{3}\approx20.9\) cm.

Area: \(A=\dfrac{1}{2}r^2\theta=\dfrac{1}{2}(100)\dfrac{2\pi}{3}=\dfrac{100\pi}{3}\approx104.7\text{ cm}^2.\)

📝 Chapter Quiz
2

Unit Circle & Trigonometric Identities

The unit circle extends trigonometry to all real numbers. Trigonometric identities are equations true for all values of the variable — they allow simplification, equation solving, and calculus manipulations.

● Unit circle and periodicity

For angle \(\theta\) in standard position, terminal point on unit circle: \((\cos\theta,\sin\theta).\)

\[\sin(\theta+2\pi)=\sin\theta,\quad\cos(\theta+2\pi)=\cos\theta,\quad\tan(\theta+\pi)=\tan\theta.\]

Even/Odd: \(\cos(-\theta)=\cos\theta\) (even); \(\sin(-\theta)=-\sin\theta\) (odd); \(\tan(-\theta)=-\tan\theta\) (odd).

● Fundamental identities

\[\sin^2\theta+\cos^2\theta=1,\quad1+\tan^2\theta=\sec^2\theta,\quad1+\cot^2\theta=\csc^2\theta.\]\[\tan\theta=\frac{\sin\theta}{\cos\theta},\quad\cot\theta=\frac{\cos\theta}{\sin\theta}.\]

⊙ Explorer · The unit circleinteractive
cos θ0.766
sin θ0.643
tan θ0.839
quadrantI

The point \(P=(\cos\theta,\sin\theta)\) always lies on \(x^2+y^2=1\) — that's exactly the Pythagorean identity \(\sin^2\theta+\cos^2\theta=1\) above.

● Sum & difference formulas

\[\sin(A\pm B)=\sin A\cos B\pm\cos A\sin B,\]\[\cos(A\pm B)=\cos A\cos B\mp\sin A\sin B,\]\[\tan(A\pm B)=\frac{\tan A\pm\tan B}{1\mp\tan A\tan B}.\]

● Double-angle & half-angle formulas

\[\sin2\theta=2\sin\theta\cos\theta,\]\[\cos2\theta=\cos^2\theta-\sin^2\theta=1-2\sin^2\theta=2\cos^2\theta-1,\]\[\tan2\theta=\frac{2\tan\theta}{1-\tan^2\theta}.\]\[\sin\frac{\theta}{2}=\pm\sqrt{\frac{1-\cos\theta}{2}},\quad\cos\frac{\theta}{2}=\pm\sqrt{\frac{1+\cos\theta}{2}},\quad\tan\frac{\theta}{2}=\frac{1-\cos\theta}{\sin\theta}.\]

● Product-to-sum & sum-to-product formulas

\[\sin A\cos B=\tfrac{1}{2}[\sin(A+B)+\sin(A-B)],\]\[\cos A\cos B=\tfrac{1}{2}[\cos(A-B)+\cos(A+B)],\]\[\sin A+\sin B=2\sin\!\left(\frac{A+B}{2}\right)\cos\!\left(\frac{A-B}{2}\right).\]

Worked Example 2.1 — Exact value

Problem. Find the exact value of \(\cos(75°)\).

\(\cos75°=\cos(45°+30°)=\cos45°\cos30°-\sin45°\sin30°\)

\(=\dfrac{\sqrt2}{2}\cdot\dfrac{\sqrt3}{2}-\dfrac{\sqrt2}{2}\cdot\dfrac{1}{2}=\dfrac{\sqrt6-\sqrt2}{4}.\)

Worked Example 2.2 — Identity proof

Problem. Prove: \(\dfrac{\sin2\theta}{1+\cos2\theta}=\tan\theta.\)

LHS: \(\dfrac{2\sin\theta\cos\theta}{1+(2\cos^2\theta-1)}=\dfrac{2\sin\theta\cos\theta}{2\cos^2\theta}=\dfrac{\sin\theta}{\cos\theta}=\tan\theta=\) RHS. \(\checkmark\)

Worked Example 2.3 — Solve trig equation

Problem. Solve \(\cos2\theta+\cos\theta=0\) on \([0°,360°)\).

Replace \(\cos2\theta=2\cos^2\theta-1\): \(2\cos^2\theta-1+\cos\theta=0.\)

Factor: \((2\cos\theta-1)(\cos\theta+1)=0.\)

\(\cos\theta=\frac{1}{2}\Rightarrow\theta=60°,300°.\quad\cos\theta=-1\Rightarrow\theta=180°.\)

Worked Example 2.4 — Given value, find related

Problem. If \(\sin\theta=\frac{5}{13}\) and \(\theta\) is in Q2, find \(\sin2\theta\) and \(\cos\frac{\theta}{2}.\)

Q2: \(\cos\theta=-\frac{12}{13}.\quad\sin2\theta=2\sin\theta\cos\theta=2\!\left(\frac{5}{13}\right)\!\left(-\frac{12}{13}\right)=-\frac{120}{169}.\)

\(\cos\frac{\theta}{2}=+\sqrt{\frac{1+\cos\theta}{2}}=\sqrt{\frac{1-12/13}{2}}=\sqrt{\frac{1/13}{2}}=\sqrt{\frac{1}{26}}=\frac{1}{\sqrt{26}}.\) (Q2 \(\Rightarrow\theta/2\in\) Q1, so cosine positive.)

📝 Chapter Quiz
3

Conic Sections

Conic sections are the curves formed by intersecting a double cone with a plane. Each conic has a focus–directrix geometric definition and appears in physics (planetary orbits, optics, projectile paths).

● Standard forms (centred at origin)

ConicStandard equationKey features
Circle\(x^2+y^2=r^2\)Centre \((0,0)\), radius \(r\)
Parabola (opens up)\(x^2=4py\)Focus \((0,p)\), directrix \(y=-p\)
Ellipse (\(a>b>0\))\(\dfrac{x^2}{a^2}+\dfrac{y^2}{b^2}=1\)Vertices \((\pm a,0)\), foci \((\pm c,0)\), \(c^2=a^2-b^2\)
Hyperbola (horiz.)\(\dfrac{x^2}{a^2}-\dfrac{y^2}{b^2}=1\)Vertices \((\pm a,0)\), foci \((\pm c,0)\), \(c^2=a^2+b^2\), asymptotes \(y=\pm\frac{b}{a}x\)

● Shifted conics (centre (h,k))

Replace \(x\) with \((x-h)\) and \(y\) with \((y-k)\) in the standard form:

\[\text{Circle: }(x-h)^2+(y-k)^2=r^2.\]\[\text{Ellipse: }\frac{(x-h)^2}{a^2}+\frac{(y-k)^2}{b^2}=1.\]\[\text{Parabola: }(x-h)^2=4p(y-k)\;(\text{opens up if }p>0).\]

To find centre: complete the square in both \(x\) and \(y\).

● Eccentricity

\[e=\frac{c}{a}.\]

Circle: \(e=0.\) Ellipse: \(01.\) Higher eccentricity → more "stretched."

⊙ Explorer · Eccentricity — one family, four shapesinteractive
shapecircle
c (focus distance)0.000

Same \(a=3\) throughout. \(e=0\) is a circle, \(01\) a hyperbola — exactly the definition above, live.

Worked Example 3.1 — Circle from general form

Problem. Write \(x^2+y^2-6x+8y+9=0\) in standard form. Find centre, radius.

Group: \((x^2-6x)+(y^2+8y)=-9.\) Complete the square:

\((x^2-6x+9)+(y^2+8y+16)=-9+9+16=16.\)

\((x-3)^2+(y+4)^2=16.\) Centre \((3,-4)\), radius 4.

Worked Example 3.2 — Ellipse

Problem. Find the foci and eccentricity of \(\dfrac{(x-1)^2}{25}+\dfrac{(y+2)^2}{16}=1.\)

\(a^2=25,\;b^2=16,\;c^2=25-16=9,\;c=3.\) Centre \((1,-2).\)

Foci: \((1\pm3,\,-2)=(4,-2)\) and \((-2,-2).\) \(e=c/a=3/5.\)

Worked Example 3.3 — Parabola

Problem. Find the focus and directrix of \((y-3)^2=-12(x+1).\)

Form: \((y-k)^2=4p(x-h)\) with \(4p=-12\Rightarrow p=-3.\) Vertex \((-1,3).\)

Opens left (since \(p<0\)). Focus: \((-1+(-3),3)=(-4,3).\) Directrix: \(x=-1-(-3)=2.\)

Worked Example 3.4 — Hyperbola

Problem. Write \(4x^2-9y^2-8x+36y-68=0\) in standard form and identify foci.

\(4(x^2-2x)-9(y^2-4y)=68.\) Complete squares: \(4(x-1)^2-4-9(y-2)^2+36=68.\)

\(4(x-1)^2-9(y-2)^2=36.\) Divide by 36: \(\dfrac{(x-1)^2}{9}-\dfrac{(y-2)^2}{4}=1.\)

\(a^2=9,\;b^2=4,\;c^2=13,\;c=\sqrt{13}.\) Centre \((1,2).\) Foci: \((1\pm\sqrt{13},\,2).\)

📝 Chapter Quiz
4

Vectors & Parametric Equations

A vector has both magnitude and direction. Vectors model force, velocity, and displacement. Parametric equations describe motion and curves by expressing both coordinates as functions of a parameter \(t\).

● Vector fundamentals

For \(\mathbf{u}=\langle u_1,u_2\rangle\) and \(\mathbf{v}=\langle v_1,v_2\rangle\), scalar \(k\):

\[\mathbf{u}+\mathbf{v}=\langle u_1+v_1,u_2+v_2\rangle,\quad k\mathbf{u}=\langle ku_1,ku_2\rangle,\]\[|\mathbf{u}|=\sqrt{u_1^2+u_2^2},\quad\hat{\mathbf{u}}=\frac{\mathbf{u}}{|\mathbf{u}|}\quad(\text{unit vector}).\]

Component form from magnitude/angle: \(\mathbf{v}=\langle|\mathbf{v}|\cos\theta,\;|\mathbf{v}|\sin\theta\rangle.\)

● Dot product & angle

\[\mathbf{u}\cdot\mathbf{v}=u_1v_1+u_2v_2=|\mathbf{u}||\mathbf{v}|\cos\theta.\]

Perpendicular: \(\mathbf{u}\cdot\mathbf{v}=0.\quad\) Parallel: \(\mathbf{v}=k\mathbf{u}.\)

Vector projection of \(\mathbf{u}\) onto \(\mathbf{v}\):

\[\text{proj}_{\mathbf{v}}\mathbf{u}=\frac{\mathbf{u}\cdot\mathbf{v}}{|\mathbf{v}|^2}\,\mathbf{v},\qquad\text{scalar projection}=\frac{\mathbf{u}\cdot\mathbf{v}}{|\mathbf{v}|}.\]

● Parametric equations & eliminating the parameter

Curve: \(x=f(t),\;y=g(t).\)

Method 1: solve for \(t\) from one equation, substitute into the other.

Method 2 (trig): if \(x=a\cos t\) and \(y=b\sin t\), use \(\cos^2t+\sin^2t=1\Rightarrow\dfrac{x^2}{a^2}+\dfrac{y^2}{b^2}=1.\)

Projectile motion: \(x=v_0\cos\alpha\cdot t,\quad y=v_0\sin\alpha\cdot t-\tfrac{1}{2}g t^2.\)

Worked Example 4.1 — Dot product and angle

Problem. Find the angle between \(\mathbf{u}=\langle4,-3\rangle\) and \(\mathbf{v}=\langle2,5\rangle\).

\(\mathbf{u}\cdot\mathbf{v}=4(2)+(-3)(5)=8-15=-7.\)

\(|\mathbf{u}|=\sqrt{16+9}=5,\quad|\mathbf{v}|=\sqrt{4+25}=\sqrt{29}.\)

\(\cos\theta=\dfrac{-7}{5\sqrt{29}}\approx\dfrac{-7}{26.93}\approx-0.260.\quad\theta\approx105.1°.\)

Worked Example 4.2 — Projection

Problem. Project \(\mathbf{u}=\langle6,2\rangle\) onto \(\mathbf{v}=\langle3,4\rangle\).

\(\mathbf{u}\cdot\mathbf{v}=18+8=26.\quad|\mathbf{v}|^2=9+16=25.\)

\(\text{proj}_{\mathbf{v}}\mathbf{u}=\dfrac{26}{25}\langle3,4\rangle=\left\langle\dfrac{78}{25},\dfrac{104}{25}\right\rangle.\)

Worked Example 4.3 — Eliminate parameter

Problem. Convert \(x=3\cos t,\;y=5\sin t,\;t\in[0,2\pi]\) to Cartesian form.

\(\dfrac{x}{3}=\cos t,\quad\dfrac{y}{5}=\sin t.\quad\cos^2t+\sin^2t=1\Rightarrow\dfrac{x^2}{9}+\dfrac{y^2}{25}=1.\)

An ellipse with semi-axes \(a=5\) (vertical), \(b=3\) (horizontal).

Worked Example 4.4 — Projectile

Problem. A ball is kicked at 20 m/s at 60° to the horizontal. Find: (a) max height, (b) range, (c) time of flight.

\(v_x=20\cos60°=10\text{ m/s},\quad v_y=20\sin60°=10\sqrt3\text{ m/s}.\)

(a) At max height \(v_y=0\): \(t_{\text{top}}=10\sqrt3/9.8\approx1.77\text{ s}.\quad H=10\sqrt3(1.77)-\frac12(9.8)(1.77)^2\approx15.3\text{ m}.\)

(b) Time of flight: \(T=2t_{\text{top}}\approx3.53\text{ s}.\quad\text{Range}=10(3.53)\approx35.3\text{ m}.\)

📝 Chapter Quiz
5

Polar Coordinates

Polar coordinates \((r,\theta)\) locate a point by distance from the origin and angle from the positive \(x\)-axis. Many curves that are complicated in Cartesian form have elegant polar equations.

● Conversion between polar and Cartesian

\[x=r\cos\theta,\quad y=r\sin\theta,\quad r^2=x^2+y^2,\quad\theta=\arctan\!\left(\frac{y}{x}\right)\text{ (adjust for quadrant)}.\]

Note: A point has infinitely many polar representations: \((r,\theta)\equiv(r,\theta+2\pi k)\equiv(-r,\theta+\pi).\)

● Common polar curves

NameEquationDescription
Circle at origin\(r=a\)Radius \(|a|\)
Circle through origin\(r=2a\cos\theta\)Centre \((a,0)\), radius \(|a|\)
Cardioid\(r=a(1+\cos\theta)\)Heart-shaped; passes through origin
Limaçon\(r=a+b\cos\theta\)Inner loop if \(ab\)
Rose (\(n\) odd)\(r=a\cos(n\theta)\)\(n\) petals
Rose (\(n\) even)\(r=a\cos(n\theta)\)\(2n\) petals
Lemniscate\(r^2=a^2\cos2\theta\)Figure-eight shape
Spiral\(r=a\theta\)Archimedean spiral

● Symmetry in polar graphs

About the polar axis (x-axis): replace \(\theta\) with \(-\theta\) — equation unchanged.

About \(\theta=\pi/2\) (y-axis): replace \(\theta\) with \(\pi-\theta\) — equation unchanged.

About the pole (origin): replace \(r\) with \(-r\) or \(\theta\) with \(\theta+\pi\) — equation unchanged.

Worked Example 5.1 — Converting to Cartesian

Problem. Convert \(r=4\cos\theta\) to Cartesian and identify the curve.

Multiply both sides by \(r\): \(r^2=4r\cos\theta\Rightarrow x^2+y^2=4x.\)

Complete the square: \((x-2)^2+y^2=4.\) Circle with centre \((2,0)\), radius 2.

Worked Example 5.2 — Polar to Cartesian equation

Problem. Convert \(r=\dfrac{3}{2-\cos\theta}\) and identify the conic.

\(r(2-\cos\theta)=3\Rightarrow2r-r\cos\theta=3\Rightarrow2\sqrt{x^2+y^2}-x=3.\)

\(2\sqrt{x^2+y^2}=x+3\Rightarrow4(x^2+y^2)=(x+3)^2=x^2+6x+9.\)

\(3x^2-6x+4y^2=9.\) Divide: \(\dfrac{(x-1)^2}{4}+\dfrac{y^2}{3}=1.\) Ellipse.

Worked Example 5.3 — Graphing a cardioid

Problem. Sketch \(r=2+2\cos\theta\). Find max \(r\), min \(r\), and symmetry.

Max: \(\theta=0\Rightarrow r=4.\) Min: \(\theta=\pi\Rightarrow r=0.\) Midline: \(\theta=\pi/2\) or \(3\pi/2\Rightarrow r=2.\)

Symmetric about the polar axis (replacing \(\theta\) with \(-\theta\) gives same equation). This is a cardioid pointing right.

📝 Chapter Quiz
6

Exponential & Logarithmic Functions

Exponential functions model multiplicative change — growth and decay. Logarithms are their inverses and appear naturally in measurement scales (Richter, decibel, pH) and in solving exponential equations.

● Properties of exponential functions \(f(x)=ab^x\)

Domain: \(\mathbb{R}\). Range: \((0,\infty)\) when \(a>0.\) Horizontal asymptote: \(y=0.\)

\[b^m\cdot b^n=b^{m+n},\quad\frac{b^m}{b^n}=b^{m-n},\quad(b^m)^n=b^{mn},\quad b^0=1,\quad b^{-n}=\frac{1}{b^n}.\]

Natural exponential: \(f(x)=e^x,\;e\approx2.71828.\)

● Logarithm properties (\(\log_b x=y\iff b^y=x\))

\[\log_b(MN)=\log_b M+\log_b N,\quad\log_b\!\left(\frac{M}{N}\right)=\log_b M-\log_b N,\]\[\log_b(M^p)=p\log_b M,\quad\log_b x=\frac{\log x}{\log b}=\frac{\ln x}{\ln b}.\]

\(\log_b 1=0,\;\log_b b=1,\;b^{\log_b x}=x,\;\log_b(b^x)=x.\)

● Growth and decay models

\[P(t)=P_0\,b^t,\quad P(t)=P_0\,e^{rt}\quad(r>0:\text{growth};\;r<0:\text{decay}).\]\[\text{Half-life: }A(t)=A_0\!\left(\tfrac{1}{2}\right)^{t/h}.\quad\text{Compound: }A=P\!\left(1+\frac{r}{n}\right)^{nt}.\]

Logistic growth: \(P(t)=\dfrac{K}{1+Ae^{-bt}}\) where \(K\) is the carrying capacity.

⊙ Explorer · Exponential growth & decayinteractive
modelgrowth
P(10) / P₀2.226

\(P(t)=P_0e^{rt}\). Same shape as Worked Example 6.3 (half-life) when \(r<0\), and 6.4 (compound growth) when \(r>0\).

● Solving exponential and logarithmic equations

Exponential: (1) isolate base power; (2) apply \(\ln\) both sides; (3) solve.

Logarithmic: (1) combine using log properties; (2) exponentiate; (3) check domain.

Warning: always verify solutions — \(\log\) of a negative number is undefined.

Worked Example 6.1 — Exponential equation

Problem. Solve \(5^{x+1}=3^{2x-1}\). Give exact and decimal answers.

Take \(\ln\): \((x+1)\ln5=(2x-1)\ln3.\)

\(x\ln5+\ln5=2x\ln3-\ln3.\quad x(\ln5-2\ln3)=-\ln3-\ln5.\)

\(x=\dfrac{-\ln3-\ln5}{\ln5-2\ln3}=\dfrac{-\ln15}{\ln5-\ln9}=\dfrac{\ln15}{\ln9-\ln5}=\dfrac{\ln15}{\ln(9/5)}\approx\dfrac{2.708}{0.588}\approx4.61.\)

Worked Example 6.2 — Logarithmic equation

Problem. Solve \(\log(x+4)-\log(x-1)=1.\)

\(\log\!\left(\dfrac{x+4}{x-1}\right)=1\Rightarrow\dfrac{x+4}{x-1}=10\Rightarrow x+4=10x-10\Rightarrow9x=14\Rightarrow x=\dfrac{14}{9}.\)

Check: \(x=14/9>1\) ✓, and \(x+4>0\) ✓.

Worked Example 6.3 — Half-life

Problem. Strontium-90 has a half-life of 28.8 years. How long until only 15% of an initial sample remains?

\(A(t)=A_0(0.5)^{t/28.8}.\) Set \(A=0.15\,A_0:\quad0.5^{t/28.8}=0.15.\)

\(\dfrac{t}{28.8}\ln0.5=\ln0.15\Rightarrow t=28.8\cdot\dfrac{\ln0.15}{\ln0.5}=28.8\cdot\dfrac{-1.897}{-0.693}\approx78.8\text{ years}.\)

Worked Example 6.4 — Compound interest

Problem. \$5000 is invested at 6% p.a. compounded monthly. Find the amount after 10 years, and compare with continuous compounding.

Monthly: \(A=5000\!\left(1+\dfrac{0.06}{12}\right)^{120}=5000(1.005)^{120}\approx5000(1.8194)\approx\$9097.\)

Continuous: \(A=5000\,e^{0.06\times10}=5000\,e^{0.6}\approx5000(1.8221)\approx\$9110.\) Difference: \$13 over 10 years.

📝 Chapter Quiz
7

Rational Functions & Introduction to Limits

Rational functions are quotients of polynomials. Their graphs exhibit asymptotic behaviour — the conceptual bridge to AP Calculus. Limits describe what a function approaches, even where it is not defined.

● Asymptotes and holes

For \(f(x)=\dfrac{p(x)}{q(x)}\) (fully reduced), \(n=\deg p,\;d=\deg q\):

Vertical asymptote: \(x=a\) where \(q(a)=0\) after cancelling common factors.

Hole (removable discontinuity): at \(x=a\) where a factor \((x-a)\) cancels from both \(p\) and \(q.\)

Horizontal asymptote:

\[nd:\;\text{oblique (polynomial long division)}.\]

● Introduction to limits

\(\displaystyle\lim_{x\to a}f(x)=L\) means \(f(x)\) can be made arbitrarily close to \(L\) by taking \(x\) close (not equal) to \(a.\)

One-sided limits: \(\displaystyle\lim_{x\to a^-}f(x)\) (from left), \(\displaystyle\lim_{x\to a^+}f(x)\) (from right). The two-sided limit exists iff both one-sided limits are equal.

Limits at infinity: \(\displaystyle\lim_{x\to\pm\infty}f(x)=\) horizontal asymptote (if finite).

● Graphing rational functions — procedure

1. Find domain (exclude zeros of \(q\)). 2. Factorise; cancel; identify holes. 3. Find vertical asymptotes. 4. Find horizontal/oblique asymptote. 5. Find intercepts. 6. Analyse sign; sketch.

Worked Example 7.1 — Full analysis

Problem. Analyse \(f(x)=\dfrac{2x^2-8}{x^2-x-6}.\)

Factor: \(\dfrac{2(x-2)(x+2)}{(x-3)(x+2)}.\) Cancel \((x+2)\): hole at \(x=-2,\;y=\frac{2(-2-2)}{-2-3}=\frac{-8}{-5}=\frac{8}{5}.\)

Simplified: \(\dfrac{2(x-2)}{x-3},\;x\neq-2.\) VA: \(x=3.\) HA: \(n=d\Rightarrow y=2.\) \(x\)-intercept: \(x=2.\) \(y\)-intercept: \(f(0)=\frac{-8}{-6}=\frac{4}{3}.\)

Worked Example 7.2 — Oblique asymptote

Problem. Find all asymptotes of \(f(x)=\dfrac{x^2+2x+3}{x-1}.\)

VA: \(x=1.\) \(n=2>d=1\): oblique asymptote — divide:

\(x^2+2x+3=(x-1)(x+3)+6.\) So oblique asymptote: \(y=x+3.\)

Worked Example 7.3 — Evaluating limits

Problem. Find \(\displaystyle\lim_{x\to2}\frac{x^2-4}{x-2}\) and \(\displaystyle\lim_{x\to\infty}\frac{3x^2-1}{2x^2+5}.\)

(a) Factor: \(\dfrac{(x-2)(x+2)}{x-2}=x+2\to4\) as \(x\to2.\) (Removable discontinuity.)

(b) Divide numerator and denominator by \(x^2\): \(\dfrac{3-1/x^2}{2+5/x^2}\to\dfrac{3}{2}\) as \(x\to\infty.\)

Worked Example 7.4 — Solving rational inequalities

Problem. Solve \(\dfrac{x+1}{x-2}>0.\)

Critical values: \(x=-1\) (numerator zero) and \(x=2\) (denominator zero). Test sign in each interval:

\((-\infty,-1)\): both negative → positive ✓. \((-1,2)\): \(+/-\) → negative ✗. \((2,\infty)\): both positive ✓.

Solution: \(x\in(-\infty,-1)\cup(2,\infty).\)

📝 Chapter Quiz
8

Sequences & Series

A sequence is an ordered list of numbers; a series is the sum of a sequence's terms. Arithmetic and geometric types appear in financial models, while infinite series connect to calculus through limits.

● Arithmetic sequences & series

Common difference \(d\); \(n\)-th term and sum:

\[a_n=a_1+(n-1)d,\quad S_n=\frac{n}{2}(a_1+a_n)=\frac{n}{2}[2a_1+(n-1)d].\]

● Geometric sequences & series

Common ratio \(r\); \(n\)-th term, finite sum, and infinite sum:

\[a_n=a_1\,r^{n-1},\quad S_n=\frac{a_1(1-r^n)}{1-r}\;(r\neq1),\quad S_\infty=\frac{a_1}{1-r}\;(|r|<1).\]

● Sigma notation

\[\sum_{k=1}^{n}k=\frac{n(n+1)}{2},\quad\sum_{k=1}^{n}k^2=\frac{n(n+1)(2n+1)}{6},\quad\sum_{k=1}^{n}k^3=\left[\frac{n(n+1)}{2}\right]^2.\]\[\sum_{k=0}^{n}ar^k=\frac{a(1-r^{n+1})}{1-r}\quad(\text{geometric partial sum}).\]

● Binomial theorem

\[(a+b)^n=\sum_{k=0}^{n}\binom{n}{k}a^{n-k}b^k,\quad\binom{n}{k}=\frac{n!}{k!(n-k)!}.\]

Pascal's triangle rows give binomial coefficients for small \(n.\)

Finding a specific term: the \((r+1)\)-th term of \((a+b)^n\) is \(\dbinom{n}{r}a^{n-r}b^r.\)

● Mathematical induction (overview)

To prove a statement \(P(n)\) for all \(n\ge1\): (1) Base case: verify \(P(1)\). (2) Inductive step: assume \(P(k)\) true, prove \(P(k+1)\) follows.

Worked Example 8.1 — Arithmetic series

Problem. Find the sum of the arithmetic series \(5+9+13+\cdots+101.\)

\(d=4,\;a_1=5,\;a_n=101.\quad n=\dfrac{101-5}{4}+1=25.\)

\(S_{25}=\dfrac{25}{2}(5+101)=\dfrac{25}{2}(106)=1325.\)

Worked Example 8.2 — Infinite geometric series

Problem. Find \(\sum_{n=1}^{\infty}3\!\left(\dfrac{2}{5}\right)^n.\)

\(a_1=3(2/5)=6/5,\;r=2/5,\;|r|<1.\quad S_\infty=\dfrac{6/5}{1-2/5}=\dfrac{6/5}{3/5}=\dfrac{6}{3}=2.\)

Worked Example 8.3 — Binomial expansion

Problem. Find the term containing \(x^3\) in the expansion of \(\left(2x-\dfrac{1}{x}\right)^7.\)

General term: \(\binom{7}{k}(2x)^{7-k}\!\left(-\dfrac{1}{x}\right)^k=\binom{7}{k}2^{7-k}(-1)^k\,x^{7-k-k}=\binom{7}{k}2^{7-k}(-1)^k\,x^{7-2k}.\)

Set \(7-2k=3\Rightarrow k=2.\) Term: \(\binom{7}{2}2^5(-1)^2x^3=21\cdot32\cdot x^3=672\,x^3.\)

Worked Example 8.4 — Proof by induction

Problem. Prove \(1+2+3+\cdots+n=\dfrac{n(n+1)}{2}\) for all \(n\ge1.\)

Base case \(n=1\): LHS\(=1\), RHS\(=\dfrac{1\cdot2}{2}=1.\;\checkmark\)

Inductive step: Assume true for \(n=k\): \(1+\cdots+k=\dfrac{k(k+1)}{2}.\)

For \(n=k+1\): \(1+\cdots+k+(k+1)=\dfrac{k(k+1)}{2}+(k+1)=(k+1)\!\left(\dfrac{k}{2}+1\right)=\dfrac{(k+1)(k+2)}{2}.\;\checkmark\)

📝 Chapter Quiz
§

Practice Set

1Medium

If \(\sin\theta=\dfrac{3}{5}\) and \(\theta\) is in Quadrant I, find \(\cos\theta\), \(\tan\theta\), and \(\sin 2\theta\).

\(\cos\theta=\sqrt{1-9/25}=4/5.\quad\tan\theta=(3/5)/(4/5)=3/4.\quad\sin2\theta=2(3/5)(4/5)=24/25.\)

2Medium

Write the equation of the ellipse with foci at \((\pm 3,0)\) and vertices at \((\pm 5,0)\).

\(c=3,\;a=5,\;b^2=a^2-c^2=16.\quad\dfrac{x^2}{25}+\dfrac{y^2}{16}=1.\)

3Hard

Convert \(r=4\cos\theta\) to Cartesian form and identify the curve.

\(r^2=4r\cos\theta\Rightarrow x^2+y^2=4x\Rightarrow(x-2)^2+y^2=4.\) Circle, centre \((2,0)\), radius 2.

4Medium

Find the sum of the geometric series \(12+8+\tfrac{16}{3}+\cdots\)

\(r=2/3,\;|r|<1.\quad S_\infty=12/(1-2/3)=36.\)

5Easy

Solve \(\log_2(x+3)+\log_2(x-3)=4\).

\(\log_2[(x+3)(x-3)]=4\Rightarrow x^2-9=16\Rightarrow x=5.\) (Reject \(-5\): \(\log\) undefined.)

6Hard

Find the vertical and horizontal asymptotes of \(f(x)=\dfrac{3x^2+1}{x^2-4}\) and describe end behaviour.

Vertical: \(x=\pm2.\) Horizontal: degrees equal, \(y=3/1=3.\) As \(x\to\pm\infty\), \(f(x)\to 3\) from above (since numerator grows slightly faster for large \(|x|\)).

7Medium

Find the angle between \(\mathbf{u}=\langle 1,\sqrt{3}\rangle\) and \(\mathbf{v}=\langle 2,0\rangle\).

\(\mathbf{u}\cdot\mathbf{v}=2.\;|\mathbf{u}|=2,\;|\mathbf{v}|=2.\;\cos\theta=2/4=1/2.\;\theta=60°.\)

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