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Voltage graph

Voltage graph is a biology 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 Voltage graph rather than just read about it. In short: In graph theory, a voltage graph is a directed graph whose edges are labelled invertibly by elements of a group. It is formally identical to a gain graph, but it is generally used in topological graph theory as a concise way to specify another graph called the derived graph of the voltage graph.

Key takeaways

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

Reference excerpt

In graph theory, a voltage graph is a directed graph whose edges are labelled invertibly by elements of a group. It is formally identical to a gain graph, but it is generally used in topological graph theory as a concise way to specify another graph called the derived graph of the voltage graph. Typical choices of the groups used for voltage graphs include the two-element group Z 2 {\displaystyle \mathbb {Z} _{2}} (for defining the bipartite double cover of a graph), free groups (for defining the universal cover of a graph), d-dimensional integer lattices Z d {\displaystyle \mathbb {Z} ^{d}} (viewed as a group under vector addition, for defining periodic structures in d-dimensional Euclidean space), and finite cyclic groups Z n {\displaystyle \mathbb {Z_{n}} } for n > 2. When Π is a cyclic group, the voltage graph may be called a cyclic-voltage graph.

Definition Formal definition of a Π-voltage graph, for a given group Π:

Begin with a digraph G. (The direction is solely for convenience in notation.) A Π-voltage on an arc of G is a label of the arc by an element x ∈ Π {\displaystyle x\in \Pi } . For instance, in the case where Π = Z n {\displaystyle \Pi =\mathbb {Z} _{n}} , the label is a number i (mod n). A Π-voltage assignment is a function α : E ( G ) → Π {\displaystyle \alpha :E(G)\rightarrow \Pi } that labels each arc of G with a Π-voltage. A Π-voltage graph is a pair ( G , α : E ( G ) → Π ) {\displaystyle (G,\alpha :E(G)\rightarrow \Pi )} such that G is a digraph and α is a voltage assignment. The voltage group of a voltage graph ( G , α : E ( G ) → Π ) {\displaystyle (G,\alpha :E(G)\rightarrow \Pi )} is the group Π from which the voltages are assigned. Note that the voltages of a voltage graph need not satisfy Kirchhoff's voltage law, that the sum of voltages around a closed path is 0 (the identity element of the group), although this law does hold for the derived graphs described below. Thus, the name may be somewhat misleading. It results from the origin of voltage graphs as dual to the current graphs of topological graph theory.

The derived graph The derived graph of a voltage graph ( G , α : E ( G ) → Z n ) {\displaystyle (G,\alpha :E(G)\rightarrow \mathbb {Z} _{n})} is the graph G ~ {\displaystyle {\tilde {G}}} whose vertex set is V ~ = V × Z n {\displaystyle {\tilde {V}}=V\times \mathbb {Z} _{n}} and whose edge set is E ~ = E × Z n {\displaystyle {\tilde {E}}=E\times \mathbb {Z} _{n}} , where the endpoints of an edge (e, k) such that e has tail v and head w are ( v , k ) {\displaystyle (v,\ k)} and ( w , k + α ( e ) ) {\displaystyle (w,\ k+\alpha (e))} . Although voltage graphs are defined for digraphs, they may be extended to undirected graphs by replacing each undirected edge by a pair of oppositely ordered directed edges and by requiring that these edges have labels that are inverse to each other in the group structure. In this case, the derived graph will also have the property that its directed edges form pairs of oppositely oriented edges, so the derived graph may itself be interpreted as being an undirected graph. The derived graph is a covering graph of the given voltage graph. If no edge label of the voltage graph is the identity element, then the group elements associated with the vertices of the derived graph provide a coloring of the derived graph with a number of colors equal to the group order. An important special case is the bipartite double cover, the derived graph of a voltage graph in which all edges are labeled with the non-identity element of a two-element group. Because the order of the group is two, the derived graph in this case is guaranteed to be bipartite. Polynomial time algorithms are known for determining whether the derived graph of a Z d {\displaystyle \mathbb {Z} ^{d}} -voltage graph contains any directed cycles.

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Voltage graph

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

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

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

Frequently asked questions

What is Voltage graph in simple terms?

In graph theory, a voltage graph is a directed graph whose edges are labelled invertibly by elements of a group. It is formally identical to a gain graph, but it is generally used in topological graph theory as a concise way to specify another graph called the derived graph of the voltage graph.

Why does Voltage graph matter?

Because it connects several biology 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 Voltage 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 Voltage graph.

Tags

  • Extensions and generalizations of graphs

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