Maintaining Arc Consistency (MAC)

MAC runs arc-consistency propagation after every search assignment, continuing beyond immediate peers until the queue is stable.

r1c15r1c23r1c3r1c4r1c57r1c6r1c7r1c8r1c9
r2c16r2c2r2c3r2c41r2c59r2c65r2c7r2c8r2c9
r3c1r3c29r3c38r3c4r3c5r3c6r3c7r3c86r3c9
r4c18r4c2r4c3r4c4r4c56r4c6r4c7r4c8r4c93
r5c14r5c22r5c3r5c48r5c55r5c63r5c7r5c8r5c91
r6c17r6c2r6c3r6c4r6c52r6c6r6c7r6c8r6c96
r7c1r7c26r7c3r7c4r7c53r7c6r7c72r7c88r7c9
r8c1r8c2r8c3r8c44r8c51r8c69r8c7r8c8r8c95
r9c1r9c2r9c3r9c4r9c58r9c6r9c7r9c87r9c99

Cascade from r5c5=5

  1. Assign r5c5=5.
  2. Forward effects produce r5c2={2} and r7c5={3}.
  3. MAC treats those singletons as new information.
  4. It removes 2 from all peers of r5c2 and 3 from all peers of r7c5.
  5. Any further domain change re-enters the arc queue.

Tradeoff

Forward checkingMAC
Checks direct peersPropagates through the network
Less work per nodeMore work per node
May discover failure laterOften discovers failure earlier
Question: Why must a backtracking implementation restore every domain deletion made by MAC, not only the original trial assignment?