Problem 14
Medium Random Events

Prove that overlineAB+AoverlineB+overlineA…

Prove that \[ \overline{A}B+A\overline{B}+\overline{A}\,\overline{B}=\overline{AB}. \]

Explanation of Method

Two events $A$ and $B$ split the sample space into four non-overlapping pieces: $AB$, $A\overline{B}$, $\overline{A}B$ and $\overline{A}\,\overline{B}$. The left side collects three of these pieces, so it must be "everything except $AB$", which is $\overline{AB}$. We show this three ways: by the laws of the algebra of events, by the four-piece picture, and by a truth table.

Step 1: Method 1 — the algebra of events

Group the terms with $\overline{A}$

\[ \overline{A}B+A\overline{B}+\overline{A}\,\overline{B} = \overline{A}B+\overline{A}\,\overline{B}+A\overline{B} = \overline{A}(B+\overline{B}) + A\overline{B}. \]

Use $B+\overline{B}=\Omega$

\[ = \overline{A}\,\Omega + A\overline{B} = \overline{A} + A\overline{B}. \]

Use the rule $X+\overline{X}Y = X+Y$

This rule says: in the sum "$X$ or (not $X$ and $Y$)", the words "not $X$" can be dropped. Proof: using the second distributive law, $X+\overline{X}Y = (X+\overline{X})(X+Y) = \Omega(X+Y) = X+Y$.

With $X=\overline{A}$, $Y=\overline{B}$ (note $\overline{X}=A$):

\[ \overline{A} + A\overline{B} = \overline{A} + \overline{B}. \]

Use De Morgan's law

\[ \overline{A}+\overline{B} = \overline{AB}. \]

Putting it together:

\[ \overline{A}B+A\overline{B}+\overline{A}\,\overline{B} = \overline{A}+A\overline{B} = \overline{A}+\overline{B} = \overline{AB}. \quad\blacksquare \]

Step 2: Method 2 — start from the right side

By De Morgan, $\overline{AB}=\overline{A}+\overline{B}$. Split each event according to the other one ($\overline{A}=\overline{A}\,\Omega=\overline{A}(B+\overline{B})$ and $\overline{B}=(A+\overline{A})\overline{B}$):

\[ \overline{A}+\overline{B} = \overline{A}B+\overline{A}\,\overline{B} + A\overline{B}+\overline{A}\,\overline{B}. \]

The term $\overline{A}\,\overline{B}$ appears twice; by the idempotent law $\overline{A}\,\overline{B}+\overline{A}\,\overline{B}=\overline{A}\,\overline{B}$:

\[ = \overline{A}B + A\overline{B} + \overline{A}\,\overline{B}, \]

which is the left side. ✓

Step 3: Method 3 — the four pieces of $\Omega$

For any outcome, $A$ either occurs or not, and $B$ either occurs or not. So every outcome lies in exactly one of four pieces:

Piece$A$ occurs?$B$ occurs?In the left side?
$AB$yesyesno
$A\overline{B}$yesnoyes
$\overline{A}B$noyesyes
$\overline{A}\,\overline{B}$nonoyes
$\Omega$ $A\overline{B}$ $\overline{A}B$ $AB$ $\overline{A}\,\overline{B}$
  • shaded: $\overline{A}B+A\overline{B}+\overline{A}\,\overline{B}$
Two circles split $\Omega$ into four pieces. The left side of the identity takes three of them; the only piece left out is $AB$.

The left side consists of all pieces except $AB$, i.e. of all outcomes where "$A$ and $B$ both occur" is false. That is precisely the definition of $\overline{AB}$.

Step 4: Method 4 — truth table

$A$$B$$\overline{A}B$$A\overline{B}$$\overline{A}\,\overline{B}$Left side$AB$$\overline{AB}$
00001101
01100101
10010101
11000010

The columns "Left side" and $\overline{AB}$ agree in all four rows. ✓

Step 5: In words

The left side says: "only $B$ occurs, or only $A$ occurs, or neither occurs". These are all the possibilities except one — that both occur. So the left side means "it is not true that both $A$ and $B$ occur", which is $\overline{AB}$.


Result

IdentityShort proof
$\overline{A}B+A\overline{B}+\overline{A}\,\overline{B}=\overline{AB}$$=\overline{A}(B+\overline{B})+A\overline{B} = \overline{A}+A\overline{B} = \overline{A}+\overline{B} = \overline{AB}$
Laws used$B+\overline{B}=\Omega$; $\ X+\overline{X}Y=X+Y$; De Morgan $\overline{AB}=\overline{A}+\overline{B}$