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Self-similar solution

Self-similar solution 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 Self-similar solution rather than just read about it. In short: In the study of partial differential equations, particularly in fluid dynamics, a self-similar solution is a form of solution which is similar to itself if the independent and dependent variables are appropriately scaled. Self-similar solutions appear whenever the problem lacks a characteristic length or time scale (for example, the Blasius boundary layer of an infinite plate, but not of a finite-length plate).

Key takeaways

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

Reference excerpt

In the study of partial differential equations, particularly in fluid dynamics, a self-similar solution is a form of solution which is similar to itself if the independent and dependent variables are appropriately scaled. Self-similar solutions appear whenever the problem lacks a characteristic length or time scale (for example, the Blasius boundary layer of an infinite plate, but not of a finite-length plate). These include, for example, the Blasius boundary layer or the Sedov–Taylor shell.

Concept A powerful tool in physics is the concept of dimensional analysis and scaling laws. By examining the physical effects present in a system, we may estimate their size and hence which, for example, might be neglected. In some cases, the system may not have a fixed natural length or time scale, while the solution depends on space or time. It is then necessary to construct a scale using space or time and the other dimensional quantities present—such as the viscosity ν {\displaystyle \nu } . These constructs are not 'guessed' but are derived immediately from the scaling of the governing equations.

Classification The normal self-similar solution is also referred to as a self-similar solution of the first kind, since another type of self-similar exists for finite-sized problems, which cannot be derived from dimensional analysis, known as a self-similar solution of the second kind.

Self-similar solution of the second kind The early identification of self-similar solutions of the second kind can be found in problems of imploding shock waves (Guderley–Landau–Stanyukovich problem), analyzed by G. Guderley (1942) and Lev Landau and K. P. Stanyukovich (1944), and propagation of shock waves by a short impulse, analysed by Carl Friedrich von Weizsäcker and Yakov Borisovich Zel'dovich (1956), who also classified it as the second kind for the first time. An independent study about the same field was published by Leonid Ivanovich Sedov in 1959. A complete description was made in 1972 by Grigory Barenblatt and Yakov Borisovich Zel'dovich. The self-similar solution of the second kind also appears in different contexts such as in boundary-layer problems subjected to small perturbations, as was identified by Keith Stewartson, Paul A. Libby and Herbert Fox. Moffatt eddies are also a self-similar solution of the second kind.

Examples

Rayleigh problem A simple example is a semi-infinite domain bounded by a rigid wall and filled with viscous fluid. At time t = 0 {\displaystyle t=0} the wall is made to move with constant speed U {\displaystyle U} in a fixed direction (for definiteness, say the x {\displaystyle x} direction and consider only the x − y {\displaystyle x-y} plane), one can see that there is no distinguished length scale given in the problem. This is known as the Rayleigh problem. The boundary conditions of no-slip is

u ( y = 0 ) = U {\displaystyle u{(y\!=\!0)}=U}

Also, the condition that the plate has no effect on the fluid at infinity is enforced as

u ( y → ∞ ) = 0. {\displaystyle u{(y\!\to \!\infty )}=0.}

Now, from the Navier–Stokes equations

ρ ( ∂ u → ∂ t + u → ⋅ ∇ u → ) = − ∇ p + μ ∇ 2 u → {\displaystyle \rho \left({\dfrac {\partial {\vec {u}}}{\partial t}}+{\vec {u}}\cdot \nabla {\vec {u}}\right)=-\nabla p+\mu \nabla ^{2}{\vec {u}}}

one can observe that this flow will be rectilinear, with gradients in the y {\displaystyle y} direction and flow in the x {\displaystyle x} direction, and that the pressure term will have no tangential component so that ∂ p ∂ y = 0 {\displaystyle {\dfrac {\partial p}{\partial y}}=0} . The x {\displaystyle x} component of the Navier–Stokes equations then becomes

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Self-similar solution

Start with the simplest possible case. Write down what Self-similar solution 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 Self-similar solution 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 Self-similar solution 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 Self-similar solution

In research
Self-similar solution 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 Self-similar solution 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
Self-similar solution is common in secondary-school and first-year university syllabi. It links to neighbouring topics Fluid dynamics, Partial differential equations, so understanding it makes those chapters shorter.
In everyday life
Look for Self-similar solution 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 Self-similar solution in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Self-similar solution 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 Self-similar solution out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Self-similar solution in simple terms?

In the study of partial differential equations, particularly in fluid dynamics, a self-similar solution is a form of solution which is similar to itself if the independent and dependent variables are appropriately scaled. Self-similar solutions appear whenever the problem lacks a characteristic len…

Why does Self-similar solution 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 Self-similar solution?

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 Self-similar solution.

Tags

  • Fluid dynamics
  • Partial differential equations

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