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Networks Overview

General Mathematics
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Networks Overview

General Mathematics
01 May 2026

Networks and Decision Mathematics

What is a Network?

A network (or graph) is a set of vertices (nodes) connected by edges (arcs or links). Networks model real-world systems: roads, pipelines, project tasks, communication systems.

Key Terminology

Term Meaning
Vertex (node) A point in the network
Edge (arc) A connection between two vertices
Weight A value assigned to an edge (distance, time, cost)
Degree Number of edges at a vertex
Walk A sequence of vertices connected by edges (can repeat)
Path A walk with no repeated vertices
Circuit/Cycle A closed path (returns to start)

Types of Graphs

  • Directed graph (digraph): edges have direction (one-way)
  • Undirected graph: edges have no direction (two-way)
  • Weighted graph: edges carry numerical values

Degree of a Vertex

\[\text{sum of all degrees} = 2 \times \text{number of edges}\]

This is because each edge contributes 1 to the degree of each of its two endpoints.

If vertex \(A\) has edges to \(B\), \(C\), and \(D\), then \(\deg(A) = 3\).

Worked Example

A delivery network has 4 depots: \(P\), \(Q\), \(R\), \(S\) with roads:
- \(P\)\(Q\) (10 km), \(P\)\(R\) (15 km), \(Q\)\(R\) (8 km), \(Q\)\(S\) (12 km), \(R\)\(S\) (6 km)

Total edges = 5. Sum of all degrees \(= 2 \times 5 = 10\).

Degrees: \(\deg(P) = 2\), \(\deg(Q) = 3\), \(\deg(R) = 3\), \(\deg(S) = 2\). Check: \(2+3+3+2 = 10\). Correct.

Decision Mathematics

Decision mathematics uses networks to make optimal choices:
- Shortest path: minimise distance/cost/time
- Minimal spanning tree: connect all vertices with minimum total weight
- Critical path: find the longest path in a project network (determines minimum project duration)

KEY TAKEAWAY: Every network problem begins with correct identification of vertices, edges, and weights. Drawing a clear labelled diagram before applying any algorithm is essential.

VCAA FOCUS: VCAA tests network vocabulary in short-answer questions. Know the difference between a walk, path, and circuit, and be able to calculate vertex degrees.

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