De Morgan's laws

De Morgan's Laws (or De Morgan's theorem), named for nineteenth century logician and mathematician Augustus De Morgan, are two powerful rules of boolean algebra and set theory:

not (P and Q) = (not P) or (not Q)

not (P or Q) = (not P) and (not Q)

This law can be expressed using analogous set notation: this was done first by Charles Pierce:

De Morgan's laws, using logical operators, can be written:

De Morgan's theorem has profound applications in electrical engineering and discrete mathematics.

These can be proved simply: either carefully following the process of taking complements with a Venn diagram suffices or using a truth table like this:

p q | not(p or q) | not(p) and not(q)
+--------------+------------------
T T |      F       |         F 
T F |      F       |         F      
F T |      F       |         F
F F |      T       |         T

p q | not(p and q) | not(p) or not(q)
+--------------+------------------
T T |      F       |         F 
T F |      T       |         T      
F T |      T       |         T
F F |      T       |         T

This simple fact is used extensively in digital circuit design for manipulating the types of logic gates used by the circuit.