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How do we solve equations that relate a function to its own rate of change?

Solve separable and linear first order differential equations and apply them to models.

Solving separable and first order linear differential equations using the integrating factor, with applications to growth and mixing, worked examples and pitfalls, for TCE Mathematics Specialised.

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What this dot point is asking

A differential equation involves an unknown function and its derivatives. A solution is the function itself. The general solution contains an arbitrary constant; a particular solution uses an initial condition to fix that constant.

Separable equations

An equation is separable if it can be written dydx=f(x)g(y)\tfrac{dy}{dx} = f(x)g(y). Rearrange so each variable is with its own differential, then integrate both sides:

1g(y)dy=f(x)dx. \int \frac{1}{g(y)}\, dy = \int f(x)\, dx.

A key application is exponential growth and decay, dydt=ky\tfrac{dy}{dt} = ky, which separates to y=y0ekty = y_0 e^{kt}.

First order linear equations

A first order linear equation has the standard form

dydx+P(x)y=Q(x). \frac{dy}{dx} + P(x)\, y = Q(x).

Modelling with differential equations

Many Specialist questions are word problems that you must first turn into a differential equation. The pattern is always "rate of change equals something", and the skill is translating the words.

  • Exponential growth and decay. "The rate of change is proportional to the amount" becomes dydt=ky\dfrac{dy}{dt} = ky, solving to y=y0ekty = y_0 e^{kt}. A positive kk is growth (populations, compound processes); a negative kk is decay (radioactivity, discharge).
  • Newton's law of cooling. "The rate of cooling is proportional to the temperature difference" becomes dTdt=k(Tθ)\dfrac{dT}{dt} = -k(T - \theta), solving to T=θ+(T0θ)ektT = \theta + (T_0 - \theta)e^{-kt}.
  • Mixing problems. "Rate of change of dissolved substance equals rate in minus rate out" gives a first order linear equation, solved with an integrating factor.

Slope fields

A slope field (direction field) sketches the gradient dydx=f(x,y)\dfrac{dy}{dx} = f(x, y) as a short line segment at a grid of points. A solution curve threads through the field tangent to every segment it passes. Slope fields let you see the qualitative behaviour, equilibrium solutions (where dydx=0\dfrac{dy}{dx} = 0) and long-term trends, without solving the equation. An equilibrium is stable if nearby solutions move toward it and unstable if they move away.

Linear equations model mixing problems, where the rate of change of dissolved substance equals rate in minus rate out, and Newton's law of cooling.

Why this matters

Differential equations are how Specialist Mathematics models the real world: anything that changes at a rate depending on its current value is described by one. Mastering the two solution methods (separation and the integrating factor) and the habit of translating a word problem into a rate equation covers nearly every TASC differential-equations question, and the partial-fraction and substitution skills from the integration topic feed directly into solving them.

Exam-style practice questions

Practice questions written in the style of TASC exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.

TCE 20237 marksFind the general solution of the differential equation (1+x2)dydx+(1y2)=0(1 + x^2)\dfrac{dy}{dx} + (1 - y^2) = 0.
Show worked answer →

This equation is separable. Rearrange: (1+x2)dydx=(1y2)=y21(1 + x^2)\dfrac{dy}{dx} = -(1 - y^2) = y^2 - 1, so dy1y2=dx1+x2\dfrac{dy}{1 - y^2} = -\dfrac{dx}{1 + x^2}.

Integrate the left side using partial fractions: 11y2=12[11y+11+y]\dfrac{1}{1 - y^2} = \dfrac{1}{2}\left[\dfrac{1}{1 - y} + \dfrac{1}{1 + y}\right], whose integral is 12ln1+y1y\dfrac{1}{2}\ln\left|\dfrac{1 + y}{1 - y}\right|.

Integrate the right side: arctanx-\arctan x.

So the general solution is 12ln1+y1y=arctanx+C\dfrac{1}{2}\ln\left|\dfrac{1 + y}{1 - y}\right| = -\arctan x + C, where CC is an arbitrary constant. Equivalent forms obtained by exponentiating are acceptable. Markers reward separating the variables correctly, the partial-fraction integral, and including the constant of integration.

TCE 20245 marksSolve the differential equation x2dydxy=1x^2\dfrac{dy}{dx} - y = 1 subject to y(1)=1y(1) = 1.
Show worked answer →

Divide by x2x^2 to put it in linear form: dydx1x2y=1x2\dfrac{dy}{dx} - \dfrac{1}{x^2}y = \dfrac{1}{x^2}.

The integrating factor is μ=e1/x2dx=e1/x\mu = e^{\int -1/x^2\,dx} = e^{1/x}.

Multiply through: ddx(ye1/x)=1x2e1/x\dfrac{d}{dx}\left(y e^{1/x}\right) = \dfrac{1}{x^2}e^{1/x}. Integrate the right side with the substitution u=1xu = \dfrac{1}{x}, du=1x2dxdu = -\dfrac{1}{x^2}\,dx, giving eudu=e1/x\int -e^u\,du = -e^{1/x}. So ye1/x=e1/x+Cy e^{1/x} = -e^{1/x} + C, that is y=1+Ce1/xy = -1 + C e^{-1/x}.

Apply y(1)=1y(1) = 1: 1=1+Ce11 = -1 + C e^{-1}, so C=2eC = 2e. The particular solution is y=1+2ee1/x=1+2e(x1)/xy = -1 + 2e\cdot e^{-1/x} = -1 + 2e^{(x - 1)/x}. Check: at x=1x = 1, y=1+2=1y = -1 + 2 = 1.

TCE 20227 marksA hot kettle is in a room at temperature θ\theta degrees Celsius. After tt minutes its temperature T(t)T(t) satisfies dTdt=k(Tθ)\dfrac{dT}{dt} = -k(T - \theta), k>0k > 0. After 5 minutes T=69T = 69, after 10 minutes T=51T = 51, after 15 minutes T=39T = 39. Find the initial temperature of the kettle and the room temperature.
Show worked answer →

The solution of Newton's law of cooling is T=θ+(T0θ)ektT = \theta + (T_0 - \theta)e^{-kt}, where T0T_0 is the initial temperature.

So TθT - \theta decays geometrically: the ratios over equal time steps are equal. Hence 51θ69θ=39θ51θ\dfrac{51 - \theta}{69 - \theta} = \dfrac{39 - \theta}{51 - \theta}.

Cross-multiply: (51θ)2=(69θ)(39θ)(51 - \theta)^2 = (69 - \theta)(39 - \theta). Expanding, 2601102θ=2691108θ2601 - 102\theta = 2691 - 108\theta, so 6θ=906\theta = 90 and θ=15\theta = 15. The room temperature is 1515 degrees Celsius.

The common ratio over 5 minutes is e5k=51156915=3654=23e^{-5k} = \dfrac{51 - 15}{69 - 15} = \dfrac{36}{54} = \dfrac{2}{3}. At t=5t = 5: 6915=54=(T015)e5k=(T015)2369 - 15 = 54 = (T_0 - 15)e^{-5k} = (T_0 - 15)\cdot\dfrac{2}{3}, so T015=81T_0 - 15 = 81 and T0=96T_0 = 96. The initial temperature of the kettle was 9696 degrees Celsius.

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