What a Network Is
A network throws away almost everything about a situation and keeps one thing: which items are connected to which. That looks like a severe loss of information, and it is exactly what makes networks useful.
Think of five people you know. Draw a dot for each one and join two dots whenever those two people have met. What does your picture tell you that a list of names could not?
A network is a set of vertices, drawn as dots, and a set of edges, drawn as lines joining them. Where you place the dots and how you draw the lines carries no meaning at all. Only the joins are real.
$$\text{network} = \text{vertices} + \text{edges}$$
The words graph and network mean the same thing here, and so do vertex and node. Different fields settled on different words for identical objects, and you will meet all of them.
Know
- that a network, or graph, consists of vertices (also called nodes) joined by edges
- that the terms graph and network are interchangeable, as are vertex and node
- that a network can include a loop joining a vertex to itself, and more than one edge between the same pair of vertices
Understand
- why the position of the vertices and the shape of the edges carry no information
- why the same network can be drawn in many different-looking ways
- why listing the vertices and the edges describes a network completely
Can Do
- draw a network from a description of what is connected to what
- describe a given network by listing its vertices and edges and counting each
- decide whether two drawings represent the same network
Mathematicians call it a graph. Engineers, computer scientists and the people who build transport systems call it a network. They are the same object and the syllabus treats the two words as interchangeable.
The same doubling happens inside the object. The dots are called vertices by mathematicians and nodes by almost everyone else. Both are correct and both appear in exam questions.
One warning, and it is a real trap. The word graph has a completely different meaning in the rest of your mathematics course, where it means a curve drawn on a pair of axes. A graph in this topic has no axes, no scale and no coordinates. Nothing you know about the graph of $y = x^2$ transfers here.
This lesson uses network and graph interchangeably, deliberately, so that neither word comes as a surprise later.
Take a map of five towns and the roads between them, and turn it into a network. A dot for each town, a line for each road.
Everything geographical disappears. The distance between towns is gone, because the length of a line means nothing. The direction is gone, because the position of a dot means nothing. The shape of the road is gone, because a curved line and a straight one say the same thing.
What survives is one fact per pair: is there a road, or not?
That sounds like a catastrophic loss. It is the point. Once everything else is stripped away, questions about connection become easy to see and easy to answer, and those are often the questions that matter. A commuter wants to know whether they can get from here to there and how many changes it takes, not how many kilometres the track covers.
Because position is meaningless, the same network can be drawn in enormously many ways.
Slide a vertex across the page and redraw its edges: same network. Curve an edge to avoid a crossing: same network. Rearrange four vertices from a square into a line: same network, as long as the same pairs are still joined.
So two pictures that look nothing alike may be the same graph, and this is not a rare curiosity. It is the normal situation, and Lesson 4 depends on it, because a graph that appears to have crossing edges may simply have been drawn badly.
The test is always the edge list. Two drawings represent the same network exactly when the same pairs of vertices are joined in both.
Two features are worth naming now, because a famous problem later in this area needs them.
A loop is an edge that starts and finishes at the same vertex. In a network of flights it would be a route from an airport back to itself, which sounds useless, but in a network of web pages it is an ordinary page linking to itself.
A multiple edge is a second, separate edge joining a pair of vertices that are already joined. Two different bridges over the same river between the same two banks are two edges, not one, because a person can walk over either.
Multiple edges are not an oddity to be tidied away. The Königsberg bridge problem in Lesson 10 has two pairs of banks joined by two bridges each, and collapsing those pairs into single edges would destroy the problem.
A graph with no loops and no multiple edges is called a simple graph, and most of the graphs in this area are simple.
A picture is convenient, but a network can be written down completely without one.
List the vertices, then list the edges as pairs. For the network in the diagram above:
Vertices: $A$, $B$, $C$, $D$, $E$ — five of them.
Edges: $AB$, $AE$, $AD$, $BC$, $CD$, $DE$ — six of them.
That description contains everything. Anyone given the two lists can draw the network, and although their drawing will probably not look like yours, it will be the same network.
Write each edge once. The edge $AB$ and the edge $BA$ are the same edge seen from the two ends, so listing both would double the count. A useful habit is to write each pair in alphabetical order and then list the pairs in order too, which makes an omission easy to spot.
Watch Me Solve It · 3 examples
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1Choose what the vertices representThe objects being connected are the five students, so each student is a vertex: $A$, $B$, $C$, $D$, $E$.
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2Read off the edges$AB, \ AC, \ BC, \ BD, \ DE$One edge per stated working relationship. "Ana has worked with Ben" and "Ben has worked with Ana" would be the same edge, so each pair is listed once.
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3Draw itPlace the five dots anywhere convenient and join the listed pairs. Any arrangement is correct, so choose one that keeps the lines from crossing if you can.
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4CountFive vertices and five edges. Note that the two counts being equal here is a coincidence of this example and carries no meaning.
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1Write both edge lists in a comparable form$\text{first: } PQ, PR, QR, RS, SP$$\text{second: } PQ, PR, PS, QR, RS$Each pair written with its letters in alphabetical order, and the pairs then sorted, so the two lists can be compared line by line.
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2CompareNote that $SP$ and $PS$ are the same edge written from the two ends. Rewriting the first list gives $PQ$, $PR$, $PS$, $QR$, $RS$, which is identical to the second.
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3ConcludeThe same pairs are joined in both, so the two drawings represent the same network despite looking different. The square arrangement and the row arrangement carry no information.
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1List the edges, keeping repeats separate$XY, \ XY, \ YZ, \ ZZ$The two edges between $X$ and $Y$ are different edges and are both listed. The loop is written as the pair $ZZ$.
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2CountFour edges and three vertices. Writing $XY$ once would give three edges and would describe a different network.
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3Note what kind of graph it isIt has both a loop and a multiple edge, so it is not a simple graph. Nothing is wrong with it; simple is a description, not a requirement.
Brain Trainer · 5 problems
Five items about reading and describing networks. Write edge lists with each pair in alphabetical order.
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1 A network has edges $AB$, $AC$, $AD$, $BC$. How many edges does it have?
Count the listed pairs.$4$ -
2 A network has edges $AB$, $AC$, $AD$, $BC$. How many vertices does it have?
Collect the distinct letters appearing anywhere in the list.$4$ -
3 Is the edge $PQ$ different from the edge $QP$?
The two names describe the same connection from the two ends.No, they are the same edge -
4 What is another word for a vertex?
Different fields use different words for the same object.A node -
5 Two drawings of a network look completely different. What decides whether they are the same network?
Position and edge shape carry no information.Whether the same pairs are joined
Multiple Choice · 5 questions
In this topic, the words graph and network:
In a network diagram, which of these carries information?
A network has edge list $PQ$, $PR$, $QS$, $RS$, $ST$. It has:
Two towns are joined by two separate bridges. In a network model of the region, this should be drawn as:
Two drawings both have vertices $A$, $B$, $C$ and $D$. The first has edges $AB$, $BC$, $CD$; the second has edges $AB$, $BC$, $CD$, $DA$. The drawings:
Short Answer · 3 questions
Vertices and edges, and nothing else
A network is a set of vertices joined by edges. Position, length, direction and curvature carry no information, so only the list of joined pairs is real.
Graph and network are the same word
So are vertex and node. But a graph here has no axes and no scale, and shares nothing but its name with the graph of a function.
One network, many pictures
Two drawings represent the same network exactly when the same pairs of vertices are joined. Put every pair into alphabetical order before comparing the lists.
Loops and repeats are allowed
A loop joins a vertex to itself and a multiple edge is a second connection between the same pair. Both are needed for the Königsberg problem later.
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