ArticleslgStudy

mathematics

Simplex

Simplex 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 Simplex rather than just read about it. In short: In geometry, a simplex (plural: simplexes or simplices) is a generalization of the notion of a triangle or tetrahedron to arbitrary dimensions. The simplex is so-named because it represents the simplest possible polytope in any given dimension.

Simplex — main illustration
Simplex — illustration

Key takeaways

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

Reference excerpt

In geometry, a simplex (plural: simplexes or simplices) is a generalization of the notion of a triangle or tetrahedron to arbitrary dimensions. The simplex is so-named because it represents the simplest possible polytope in any given dimension. For example,

a 0-dimensional simplex is a point, a 1-dimensional simplex is a line segment, a 2-dimensional simplex is a triangle, a 3-dimensional simplex is a tetrahedron, and a 4-dimensional simplex is a 5-cell. Specifically, a k-simplex is a k-dimensional polytope that is the convex hull of its k + 1 vertices. More formally, suppose the k + 1 points u 0 , … , u k {\displaystyle u_{0},\dots ,u_{k}} are affinely independent, which means that the k vectors u 1 − u 0 , … , u k − u 0 {\displaystyle u_{1}-u_{0},\dots ,u_{k}-u_{0}} are linearly independent. Then, the simplex determined by them is the set of points

C = { θ 0 u 0 + ⋯ + θ k u k | ∑ i = 0 k θ i = 1 and θ i ≥ 0 for i = 0 , … , k } . {\displaystyle C=\left\{\theta _{0}u_{0}+\dots +\theta _{k}u_{k}~{\Bigg |}~\sum _{i=0}^{k}\theta _{i}=1{\mbox{ and }}\theta _{i}\geq 0{\mbox{ for }}i=0,\dots ,k\right\}.}

A regular simplex is a simplex that is also a regular polytope. A regular k-simplex may be constructed from a regular (k − 1)-simplex by connecting a new vertex to all original vertices by the common edge length. The standard simplex or probability simplex is the k-dimensional simplex whose vertices are the k + 1 standard unit vectors in R k + 1 {\displaystyle \mathbf {R} ^{k+1}} or, in other words,

{ x → ∈ R k + 1 : x 0 + ⋯ + x k = 1 , x i ≥ 0 for i = 0 , … , k } . {\displaystyle \left\{{\vec {x}}\in \mathbf {R} ^{k+1}:x_{0}+\dots +x_{k}=1,x_{i}\geq 0{\text{ for }}i=0,\dots ,k\right\}.}

In topology and combinatorics, it is common to "glue together" simplices to form a simplicial complex. The geometric simplex and simplicial complex should not be confused with the abstract simplicial complex, in which a simplex is simply a finite set and the complex is a family of such sets that is closed under taking subsets.

History The concept of a simplex was known to William Kingdon Clifford, who introduced the term "prime confine" for these shapes in 1866 while solving a problem in geometric probability. Henri Poincaré, writing about algebraic topology in 1900, called them "generalized tetrahedra". In 1902 Pieter Hendrik Schoute described the concept first with the Latin superlative simplicissimum ("simplest") and then with the same Latin adjective in the normal form simplex ("simple"). The regular simplex family is the first of three regular polytope families, labeled by Donald Coxeter as αn, the other two being the cross-polytope family, labeled as βn, and the hypercubes, labeled as γn. A fourth family, the tessellation of n-dimensional space by infinitely many hypercubes, he labeled as δn.

… excerpt ends here. Continue reading the full article.

Illustrations

Simplex: The four simplexes that can be fully represented in 3D space.
The four simplexes that can be fully represented in 3D space.
Simplex: The numbers of faces in the above table are the same as in Pascal's triangle, without the left diagonal.
The numbers of faces in the above table are the same as in Pascal's triangle, without the left diagonal.
Simplex: The total number of faces is always a power of two minus one.  This figure (a projection of the tesseract) shows the centroids of the 15 faces of the tetrahedron.
The total number of faces is always a power of two minus one. This figure (a projection of the tesseract) shows the centroids of the 15 faces of the tetrahedron.
Simplex illustration
Simplex illustration

Worked examples

Example 1 — a first encounter with Simplex

Start with the simplest possible case. Write down what Simplex 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 Simplex 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 Simplex 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 Simplex

In research
Simplex 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 Simplex 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
Simplex is common in secondary-school and first-year university syllabi. It links to neighbouring topics Multi-dimensional geometry, Polytopes, Topology, so understanding it makes those chapters shorter.
In everyday life
Look for Simplex 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.

Affiliate

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

How to study Simplex in 20 minutes

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

Frequently asked questions

What is Simplex in simple terms?

In geometry, a simplex (plural: simplexes or simplices) is a generalization of the notion of a triangle or tetrahedron to arbitrary dimensions. The simplex is so-named because it represents the simplest possible polytope in any given dimension.

Why does Simplex 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 Simplex?

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 Simplex.

Tags

  • Multi-dimensional geometry
  • Polytopes
  • Topology

Keep exploring