Description
A Bidirectional Heuristic Search is a state space search from some state to another state, searching from to and from to simultaneously (or quasi-simultaneously if done on a sequential machine). It returns a valid list of operators that if applied to will give us .
While it may seem as though the operators have to be invertible for the reverse search, it is only necessary to be able to find, given any node, the set of parent nodes of such that there exists some valid operator from each of the parent nodes to . This has often been likened to a one way street in the route-finding domain: it is not necessary to be able to travel down both directions, but it is necessary when standing at the end of the street to determine the beginning of the street as a possible route.
Similarly, for those edges that have inverse arcs (i.e. arcs going in both directions) it is not necessary that each direction be of equal cost. The reverse search will always use the inverse cost (i.e. the cost of the arc in the forward direction). More formally, if is a node with parent, then, defined as being the cost from to .(Auer Kaindl 2004)
Read more about this topic: Bidirectional Search
Famous quotes containing the word description:
“God damnit, why must all those journalists be such sticklers for detail? Why, they’d hold you to an accurate description of the first time you ever made love, expecting you to remember the color of the room and the shape of the windows.”
—Lyndon Baines Johnson (1908–1973)
“As they are not seen on their way down the streams, it is thought by fishermen that they never return, but waste away and die, clinging to rocks and stumps of trees for an indefinite period; a tragic feature in the scenery of the river bottoms worthy to be remembered with Shakespeare’s description of the sea-floor.”
—Henry David Thoreau (1817–1862)
“Whose are the truly labored sentences? From the weak and flimsy periods of the politician and literary man, we are glad to turn even to the description of work, the simple record of the month’s labor in the farmer’s almanac, to restore our tone and spirits.”
—Henry David Thoreau (1817–1862)