Consider, if you will, a duck in a thunderstorm. Now this particular duck can't fly and doesn't really want to swim, so as the rain pours down and the water level starts to rise the duck starts walking up the nearest hill. Eventually the duck reaches a plateau and somebody comes along and gives the duck a kick and that's simulated annealing.
(Paraphrased from Rhys Price-Jones' computer algorithms class)