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Riccati equation

Riccati equation is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Riccati equation rather than just read about it. In short: In mathematics, a Riccati equation in the narrowest sense is any first-order ordinary differential equation that is quadratic in the unknown function. In other words, it is an equation of the form y ′ ( x ) = q 0 ( x ) + q 1 ( x ) y ( x ) + q 2 ( x ) y 2 ( x ) {\displaystyle y'(x)=q_{0}(x)+q_{1}(x)\,y(x)+q_{2}(x)\,y^{2}(x)} where q 0 ( x ) ≠ 0 {\displaystyle q_{0}(x)\neq 0} and q 2 ( x ) ≠ 0 {\displaystyle q_{2}(x)\…

Key takeaways

  • Riccati equation belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Riccati equation to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Riccati equation from memory before moving on to harder problems.

Reference excerpt

In mathematics, a Riccati equation in the narrowest sense is any first-order ordinary differential equation that is quadratic in the unknown function. In other words, it is an equation of the form

y ′ ( x ) = q 0 ( x ) + q 1 ( x ) y ( x ) + q 2 ( x ) y 2 ( x ) {\displaystyle y'(x)=q_{0}(x)+q_{1}(x)\,y(x)+q_{2}(x)\,y^{2}(x)}

where q 0 ( x ) ≠ 0 {\displaystyle q_{0}(x)\neq 0} and q 2 ( x ) ≠ 0 {\displaystyle q_{2}(x)\neq 0} . If q 0 ( x ) = 0 {\displaystyle q_{0}(x)=0} the equation reduces to a Bernoulli equation, while if q 2 ( x ) = 0 {\displaystyle q_{2}(x)=0} the equation becomes a first order linear ordinary differential equation. The equation is named after Jacopo Riccati (1676–1754) though John Bernoulli was the first to publish an equation of this form (1694) and James Bernoulli was the first to discover a solution (1703). The term Riccati equation is now used very generally to refer to matrix equations with an analogous quadratic term, which occur in both continuous-time and discrete-time linear-quadratic-Gaussian control. The steady-state (non-dynamic) version of these is referred to as the algebraic Riccati equation.

Conversion to a second order linear equation The quadratic non-linear ordinary differential equation (ODE) known as the Riccati equation can be converted to a second order linear ordinary differential equation. First, we show that there is a standard form where the Riccati equation's quadratic coefficient is unity. For a given y ′ = q 0 ( x ) + q 1 ( x ) y + q 2 ( x ) y 2 {\displaystyle y'=q_{0}(x)+q_{1}(x)y+q_{2}(x)y^{2}} , wherever q 2 {\displaystyle q_{2}} is non-zero and differentiable, we may substitute v = y q 2 {\displaystyle v=yq_{2}} , and find

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Riccati equation

Start with the simplest possible case. Write down what Riccati equation claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Riccati equation before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Riccati equation ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Riccati equation

In research
Riccati equation appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Riccati equation in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Riccati equation is common in secondary-school and first-year university syllabi. It links to neighbouring topics Ordinary differential equations, so understanding it makes those chapters shorter.
In everyday life
Look for Riccati equation outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Riccati equation in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Riccati equation means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Riccati equation out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Riccati equation in simple terms?

In mathematics, a Riccati equation in the narrowest sense is any first-order ordinary differential equation that is quadratic in the unknown function. In other words, it is an equation of the form y ′ ( x ) = q 0 ( x ) + q 1 ( x ) y ( x ) + q 2 ( x ) y 2 ( x ) {\displaystyle y'(x)=q_{0}(x)+q_{1}(x)…

Why does Riccati equation matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Riccati equation?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Riccati equation.

Tags

  • Ordinary differential equations

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