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AIMA-Java Core Algorithms from the book Artificial Intelligence a Modern Approach 3rd Ed.
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package aima.core.search.framework.qsearch;
import java.util.Queue;
import aima.core.search.framework.Node;
import aima.core.search.framework.NodeExpander;
import aima.core.search.framework.problem.Problem;
/**
* Artificial Intelligence A Modern Approach (3rd Edition): Figure 3.7, page 77.
*
*
*
* function TREE-SEARCH(problem) returns a solution, or failure
* initialize the frontier using the initial state of the problem
* loop do
* if the frontier is empty then return failure
* choose a leaf node and remove it from the frontier
* if the node contains a goal state then return the corresponding solution
* expand the chosen node, adding the resulting nodes to the frontier
*
*
* Figure 3.7 An informal description of the general tree-search algorithm.
*
*
* This implementation is based on the template method
* {@link #findNode(Problem, Queue)} from superclass {@link QueueSearch} and
* provides implementations for the needed primitive operations.
*
* @author Ravi Mohan
* @author Ruediger Lunde
*
*/
public class TreeSearch extends QueueSearch {
public TreeSearch() {
this(new NodeExpander());
}
public TreeSearch(NodeExpander nodeExpander) {
super(nodeExpander);
}
/**
* Inserts the node at the tail of the frontier.
*/
@Override
protected void addToFrontier(Node node) {
frontier.add(node);
updateMetrics(frontier.size());
}
/**
* Removes and returns the node at the head of the frontier.
*
* @return the node at the head of the frontier.
*/
@Override
protected Node removeFromFrontier() {
Node result = frontier.remove();
updateMetrics(frontier.size());
return result;
}
/**
* Checks whether the frontier contains not yet expanded nodes.
*/
@Override
protected boolean isFrontierEmpty() {
return frontier.isEmpty();
}
}