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Lattice graph

Lattice graph is a 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 Lattice graph rather than just read about it. In short: In graph theory, a lattice graph, mesh graph, or grid graph is a graph whose drawing, embedded in some Euclidean space ⁠ R n {\displaystyle \mathbb {R} ^{n}} ⁠, forms a regular tiling. This implies that the group of bijective transformations that send the graph to itself is a lattice in the group-theoretical sense.

Lattice graph — main illustration
Lattice graph — illustration

Key takeaways

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

Reference excerpt

In graph theory, a lattice graph, mesh graph, or grid graph is a graph whose drawing, embedded in some Euclidean space ⁠ R n {\displaystyle \mathbb {R} ^{n}} ⁠, forms a regular tiling. This implies that the group of bijective transformations that send the graph to itself is a lattice in the group-theoretical sense. Typically, no clear distinction is made between such a graph in the more abstract sense of graph theory, and its drawing in space (often the plane or 3D space). This type of graph may more shortly be called just a lattice, mesh, or grid. Moreover, these terms are also commonly used for a finite section of the infinite graph, as in "an 8 × 8 square grid". The term lattice graph has also been given in the literature to various other kinds of graphs with some regular structure, such as the Cartesian product of a number of complete graphs.

Square grid graph A common type of lattice graph (known under different names, such as grid graph or square grid graph) is the graph whose vertices correspond to the points in the plane with integer coordinates, x-coordinates being in the range 1, ..., n, y-coordinates being in the range 1, ..., m, and two vertices being connected by an edge whenever the corresponding points are at distance one. In other words, it is the unit distance graph for the integer points in a rectangle with sides parallel to the axes.

Properties A square grid graph is a Cartesian product of graphs, namely, of two path graphs with n − 1 and m − 1 edges. Since a path graph is a median graph, the latter fact implies that the square grid graph is also a median graph. All square grid graphs are bipartite, which is easily verified by the fact that one can color the vertices in a checkerboard fashion. A path graph is a grid graph on the 1 × n {\displaystyle 1\times n} grid. A 2 × 2 {\displaystyle 2\times 2} grid graph is a 4-cycle. Every planar graph H is a minor of the h × h grid, where h = 2 | V ( H ) | + 4 | E ( H ) | {\displaystyle h=2|V(H)|+4|E(H)|} . Grid graphs are fundamental objects in the theory of graph minors because of the grid exclusion theorem. They play a major role in bidimensionality theory.

Other kinds A triangular grid graph is a graph that corresponds to a triangular grid. A Hanan grid graph for a finite set of points in the plane is produced by the grid obtained by intersections of all vertical and horizontal lines through each point of the set. The rook's graph (the graph that represents all legal moves of the rook chess piece on a chessboard) is also sometimes called the lattice graph, although this graph is different from the lattice graph described here because all points in one row or column are adjacent. The valid moves of the fairy chess piece the wazir form a square lattice graph.

See also Lattice path Pick's theorem Integer triangles in a 2D lattice Regular graph

References

Illustrations

Lattice graph: Square grid graph
Square grid graph
Lattice graph: Triangular grid graph
Triangular grid graph

Worked examples

Example 1 — a first encounter with Lattice graph

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

In research
Lattice graph appears in 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 Lattice graph 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
Lattice graph is common in secondary-school and first-year university syllabi. It links to neighbouring topics Graph families, Planar graphs, so understanding it makes those chapters shorter.
In everyday life
Look for Lattice graph 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 Lattice graph in 20 minutes

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

Frequently asked questions

What is Lattice graph in simple terms?

In graph theory, a lattice graph, mesh graph, or grid graph is a graph whose drawing, embedded in some Euclidean space ⁠ R n {\displaystyle \mathbb {R} ^{n}} ⁠, forms a regular tiling. This implies that the group of bijective transformations that send the graph to itself is a lattice in the group-t…

Why does Lattice graph matter?

Because it connects several 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 Lattice graph?

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 Lattice graph.

Tags

  • Graph families
  • Planar graphs

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