ArticleslgStudy

computer science

SIMPLE algorithm

SIMPLE algorithm is a computer science 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 SIMPLE algorithm rather than just read about it. In short: In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SIMPLE is an acronym for Semi-Implicit Method for Pressure Linked Equations.

Key takeaways

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

Reference excerpt

In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SIMPLE is an acronym for Semi-Implicit Method for Pressure Linked Equations. The SIMPLE algorithm was developed by Prof. Brian Spalding and his student Suhas Patankar at Imperial College London in the early 1970s. Since then it has been extensively used by many researchers to solve different kinds of fluid flow and heat transfer problems. Many popular books on computational fluid dynamics discuss the SIMPLE algorithm in detail. A modified variant is the SIMPLER algorithm (SIMPLE Revised), that was introduced by Patankar in 1979.

Algorithm The algorithm is iterative. The basic steps in the solution update are as follows:

Set the boundary conditions. Compute the gradients of velocity and pressure. Solve the discretized momentum equation to compute the intermediate velocity field. Compute the uncorrected mass fluxes at faces. Solve the pressure correction equation to produce cell values of the pressure correction. Update the pressure field: p k + 1 = p k + urf ⋅ p ′ {\displaystyle p^{k+1}=p^{k}+{\text{urf}}\cdot p^{'}} where urf is the under-relaxation factor for pressure. Update the boundary pressure corrections p b ′ {\displaystyle p_{b}^{'}} . Correct the face mass fluxes: m ˙ f k + 1 = m ˙ f ∗ + m ˙ f ′ {\displaystyle {\dot {m}}_{f}^{k+1}={\dot {m}}_{f}^{*}+{\dot {m}}_{f}^{'}}

Correct the cell velocities: v → k + 1 = v → ∗ − Vol ∇ p ′ a → P v {\displaystyle {\vec {v}}^{k+1}={\vec {v}}^{*}-{\frac {{\text{Vol}}\ \nabla p^{'}}{{\vec {a}}_{P}^{v}}}} ; where ∇ p ′ {\displaystyle {\nabla p^{'}}} is the gradient of the pressure corrections, a → P v {\displaystyle {{\vec {a}}_{P}^{v}}} is the vector of central coefficients for the discretized linear system representing the velocity equation and Vol is the cell volume. Update density due to pressure changes.

See also PISO algorithm SIMPLEC algorithm

References

Worked examples

Example 1 — a first encounter with SIMPLE algorithm

Start with the simplest possible case. Write down what SIMPLE algorithm claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer science, 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 SIMPLE algorithm 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 SIMPLE algorithm 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 SIMPLE algorithm

In research
SIMPLE algorithm appears in computer science 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 SIMPLE algorithm 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
SIMPLE algorithm is common in secondary-school and first-year university syllabi. It links to neighbouring topics Computational fluid dynamics, so understanding it makes those chapters shorter.
In everyday life
Look for SIMPLE algorithm 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.
Ask Teacher Smith questions about this articleOpens your AI tutor with a question about “SIMPLE algorithm” →

Affiliate

Preply — study more efficiently by working with a personal tutor. 50% off.

How to study SIMPLE algorithm in 20 minutes

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

Frequently asked questions

What is SIMPLE algorithm in simple terms?

In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SIMPLE is an acronym for Semi-Implicit Method for Pressure Linked Equations.

Why does SIMPLE algorithm matter?

Because it connects several computer science 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 SIMPLE algorithm?

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 SIMPLE algorithm.

Tags

  • Computational fluid dynamics

Keep exploring