~/tedtes/writing/math-foundations-for-reasoning-models

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Graphs and Computation

Connectivity

Connectivity describes whether nodes can be reached from one another through paths.

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Connectivity

Definition

Connectivity describes whether nodes can be reached from one another through paths.

Example:

A -- B -- C

A is connected to C because there is a path:

A -- B -- C

Connectivity = reachability through graph structure.


Connected Nodes

Two nodes are connected if a path exists between them.

Example:

A -- B
B -- C
D

A, B, and C are connected to each other.

D is isolated.

There is no path from D to the others.

Connection can be direct or indirect.


Connected Graph

An undirected graph is connected if every node can reach every other node.

Example:

A -- B -- C -- D

This graph is connected.

Every node belongs to the same reachable structure.

Connected graph = no isolated pieces.


Disconnected Graph

A graph is disconnected if it has separate pieces.

Example:

A -- B
C -- D

There is no path from A to C.

The graph has two separate components:

{A, B}
{C, D}

A disconnected graph has more than one reachable group.


Direction Can Affect Reachability

In a directed graph:

A -> B -> C

A can reach C.

But C cannot reach A unless reverse edges exist.

Direction changes what can be reached from where.

Directed connectivity depends on edge direction.


Final Summary

  • Connectivity describes reachability through paths.
  • Two nodes are connected if a path exists between them.
  • A connected graph has all nodes in one reachable structure.
  • A disconnected graph has separate components.
  • In directed graphs, reachability depends on direction.

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