Phase Transitions

• P or NP classification based entirely on worst-case analysis
• Problem banished from P if one instance requires exponential solution time
• Overconstrained and underconstrained are easy
• Really hard problems occur on boundary between these regions
• Probability of a Hamiltonian Circuit as average connectivity varies
• Almost fully connected almost always has HC
• With connectivity of just over 2, almost never has HC