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Differential EquationsUniversity3 min read

Order and Linearity

A precise classification guide for order, linearity, homogeneity, autonomy, and systems of differential equations.

Cheat sheet

Precise definition

The order of a differential equation is the highest derivative of the unknown function that appears. An $n$th-order ODE is linear if it can be arranged as $a_n(x)y^{(n)}+\cdots+a_1(x)y'+a_0(x)y=g(x)$, where coefficients and forcing depend only on the independent variable and the unknown function and derivatives appear to first power without products.

Notation and mathematical language

A linear equation is homogeneous when $g(x)=0$ and nonhomogeneous when $g\ne0$. This differs from the first-order scaling term 'homogeneous equation.' An equation is autonomous when the independent variable does not appear explicitly. Degree is not generally defined when derivatives occur inside non-polynomial expressions.

Conceptual picture

Classification predicts available structure. Linearity permits superposition for the homogeneous problem; order predicts the dimension of a solution space under regular coefficients and the typical number of initial values. Autonomy enables phase-line or phase-plane analysis.

Conditions and key results

First simplify without dividing by an expression that may be zero, because division can change domain. Coefficients in a linear ODE may depend on $x$ but not on $y$. Terms like $yy'$, $\sin y$, $(y')^2$, or a coefficient $y$ multiplying $y''$ make the equation nonlinear.

A reliable strategy

  1. Identify the dependent and independent variables and expand hidden derivatives if necessary.
  2. Find the highest derivative actually present after legitimate simplification.
  3. Test whether $y$ and its derivatives occur linearly with coefficients depending only on the independent variable.
  4. Then record homogeneous/nonhomogeneous, autonomous/non-autonomous, coefficient type, and any singular points.

Fully worked example

Interpretation and application

Classification is a decision tool, not a solution. A nonlinear first-order equation can be easier than a high-order linear one, and variable coefficients may block elementary formulas. Still, the labels prevent applying superposition or characteristic roots where they are invalid.

Common mistakes

Verification and reasonableness

  • Substitute $c_1y_1+c_2y_2$ into a claimed homogeneous linear operator and check superposition.
  • Inspect coefficients to ensure none contains the dependent variable.
  • Verify the order after expanding total derivatives and noting any cancellation is valid on the domain.

Practice

  1. Classify $y''+y^2=0$.
  2. Classify $y'+x y=0$.
  3. Why is $y y'+1=0$ nonlinear?
Answers and brief solutions
  1. Second-order nonlinear autonomous ODE.
  2. First-order linear homogeneous non-autonomous ODE.
  3. The unknown $y$ multiplies its derivative.

Further deduction

For a regular $n$th-order homogeneous linear equation on an interval, the solution set is an $n$-dimensional vector space. The nonhomogeneous solutions do not form a vector space: adding two particular solutions doubles the forcing. Instead they form an affine set $y_p+\mathcal N(L)$, one particular solution plus any homogeneous solution. This distinction explains the complementary-plus-particular method.

Solving for the highest derivative gives a normal form only where its coefficient is nonzero. If that coefficient vanishes, the apparent order can change and an initial-value theorem based on the normalized equation cannot simply be extended across the singular point.

Check your understanding

Try it yourself

Hints are part of learning. Open one whenever it makes the next step feel possible.

1 practice question
Question 1Classify linearity · Standard

What is the order of $(y')^2+y'''=0$?

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