Functions: IB Maths AI HL knowledge organiser
Everything to know about functions on one page: key definitions, the formulas, a worked example, the mistakes to avoid and a checklist of what you should be able to do.
Key definitions
- Logistic model
- Growth that starts nearly exponential and levels off at a carrying capacity L.
- Sinusoidal model
- y = a sin(b(x − c)) + d for repeating patterns: amplitude a, period 2π/b, principal axis y = d.
- Linearising data
- Taking logs to turn a power or exponential relationship into a straight line.
- Composite transformation
- Several transformations applied one after another; the order can change the result.
Key formulas
Formulas marked with a label are given in the exam (we only say so where our formula sheet confirms it). Learn the rest.
| LinesIn the formula booklet | \(m=\frac{y_2-y_1}{x_2-x_1},\) \(y=mx+c,\) \(ax+by+d=0,\) \(y-y_1=m(x-x_1)\) |
| Perpendicular | \(m_1m_2=-1\) |
| Quadratic: axis of symmetryIn the formula booklet | \(x=-\frac b{2a}\) |
| Models | \(f(x)=ka^x+c,\) \(ke^{rx}+c;\) \(ax^n;\) \(a\sin(bx)+d\ (\text{period }\tfrac{360^\circ}b)\) |
| Logistic model | \(f(x)=\frac{L}{1+Ce^{-kx}}\) \((L,C,k>0)\) |
| Linearising | \(y=ax^b\Rightarrow\ln y=\ln a+b\ln x;\) \(y=ka^x\Rightarrow\ln y=\ln k+x\ln a\) |
| Composite; inverse | \((f\circ g)(x)=f(g(x));\) \(f\big(f^{-1}(x)\big)=x\) |
| Transformations: \(f(x)+b\) up; \(f(x-a)\) right; \(pf(x)\) vertical ×\(p\); \(f(qx)\) horizontal ×\(\tfrac1q\) |
Worked example
Data fit y = a xᵇ. A graph of ln y against ln x is the straight line ln y = 0.7 + 1.5 ln x. Find a and b.
- ln y = ln a + b ln x
- So b = 1.5 and ln a = 0.7
Answer: a = e^0.7 = 2.01 (3 s.f.) and b = 1.5
Common mistakes
- HL algebra: product rule, brackets, logs and exact solutions
- Sketches from the GDC: domain, endpoints, turning points, angle mode
- Mixing up the perpendicular gradient rule (m₁·m₂ = −1)
- Misreading the y-intercept from an equation not in y = mx + c form
More on what examiners see students get wrong: Examiner Insights.
You should be able to…
- Find gradients and intercepts and write equations of lines in the forms y = mx + c, ax + by + d = 0 and y − y₁ = m(x − x₁).
- Model situations with cubic functions and power models y = axⁿ, including direct and inverse variation, finding parameters from data.
- Fit quadratic models with technology and use the vertex and zeros to answer projectile and optimisation questions.
- Model growth and decay with exponential functions, identify the asymptote and interpret the parameters in context.
- Interpret the parameters of a logistic model, including the carrying capacity, and sketch logistic curves for given values.
- Fit a logistic model with technology and interpret L, k and x₀ in context.
The printable sheet

Revise it next
- IB Maths AI HL revision notes: Functions
- Practise functions questions
- Skill Builders
- IB Maths AI HL formula sheet (PDF)
Other IB Maths AI HL topics: Number and algebra · Geometry and trigonometry · Statistics and probability · Calculus · All IB Maths AI HL organisers