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Sub-tree

Artificial Intelligence SubtreeSufficient statistic

In the case of Grammar Induction, the transplantation of sub-trees corresponds to the swapping of production rules that enable the parsing of phrases from some language.

 


It works by maintaining on the recursion stack the complete path to the current node being expanded as well as all immediate siblings of nodes on that path, along with the cost of the best node in the sub-tree explored below each sibling.

Each inner node has separation values which divide its sub-trees. For example, if an inner node has three child nodes (or sub-trees) then it must have two separation values a1 and a2.

the path (may be current or old) through which f' of n is minimum; If the current path is selected, then the nodes in the sub-tree rooted at the corresponding child of n should have revised f' as the g' for many of the nodes in that sub-tree ...

See also: Genetic algorithm, Neural network, Search tree, Classification, Production rule

Artificial Intelligence SubtreeSufficient statistic

 
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