These are some reminders for the intuition of the terms necessary and sufficient conditions.
Sets
Consider the following Venn diagram:
Sufficient
- $P$ is a sufficient condition for $Q$
- If an element is in $P$, it must also be in $Q$
- $P$ is not a necessary condition for $Q$
- An element may be in $Q$ without being in $P$
Necessary
- $Q$ is a necessary condition for $P$
- An element cannot be in $P$ without also being in $Q$
- $Q$ is not a sufficient condition for $P$
- If an element is in $Q$, it may or may not be in $P$
Logic
Consider the following propositional logic formula:
\[P \rightarrow Q\]Sufficient
- $P$ is a sufficient condition for $Q$
- If $P$ is true, then $Q$ must be true
- $P$ is not a necessary condition for $Q$
- $Q$ may be true if $P$ is false
Necessary
- $Q$ is a necessary condition for $P$.
- $P$ can only be true, if $Q$ is also true
- $Q$ is not a sufficient condition for $P$
- If $Q$ is true, $P$ may be true or false