Package org.jheaps.monotone

Class DoubleRadixHeap

java.lang.Object
org.jheaps.monotone.DoubleRadixHeap
All Implemented Interfaces:
Serializable, Heap<Double>
public class DoubleRadixHeap extends Object
A radix heap for double keys. The heap stores double keys sorted according to the natural ordering of its keys. A radix heap is a monotone heap, especially designed for algorithms (such as Dijkstra) which scan elements in order of nondecreasing keys.

Note that this implementation uses the fact that the IEEE floating-point standard has the property that for any valid floating-point numbers a and b, a<=b if and only if bits(a)<= bits(b), where bits(x) denotes the re-interpretation of x as an unsigned integer (long in our case).

This implementation uses arrays in order to store the elements. Operations insert and findMin are worst-case constant time. The cost of operation deleteMin is amortized O(logC) assuming the radix-heap contains keys in the range [0, C] or equivalently [a,a+C]. Note, however, that C here depends on the distance of the minimum and maximum value when they are translated into unsigned longs.

Note that this implementation is not synchronized. If multiple threads access a heap concurrently, and at least one of the threads modifies the heap structurally, it must be synchronized externally. (A structural modification is any operation that adds or deletes one or more elements or changing the key of some element.) This is typically accomplished by synchronizing on some object that naturally encapsulates the heap.

Author:
Dimitrios Michail
See Also:

  • Constructor Details

    • DoubleRadixHeap

      public DoubleRadixHeap(double minKey, double maxKey)
      Constructs a new heap which can store values between a minimum and a maximum key value (inclusive). It is important to use the smallest key range as the heap uses O(logC) where C=maxKey-minKey+1 buckets to store elements. Moreover, the operation deleteMin requires amortized O(logC) time.
      Parameters:
      minKey - the non-negative minimum key that this heap supports (inclusive)
      maxKey - the maximum key that this heap supports (inclusive)
      Throws:
      IllegalArgumentException - if the minimum key is negative
      IllegalArgumentException - if the maximum key is less than the minimum key

  • Method Details

    • findMin

      public Double findMin()
      Find an element with the minimum key.
      Specified by:
      findMin in interface Heap<K>
      Returns:
      an element with the minimum key

    • insert

      public void insert(Double key)
      Insert a key into the heap.
      Specified by:
      insert in interface Heap<K>
      Parameters:
      key - the key to insert
      Throws:
      IllegalArgumentException - if the key is null
      IllegalArgumentException - if the key is less than the minimum allowed key
      IllegalArgumentException - if the key is more than the maximum allowed key
      IllegalArgumentException - if the key is less than the last deleted key (or the minimum key allowed if no key has been deleted)

    • deleteMin

      public Double deleteMin()
      Delete and return an element with the minimum key. If multiple such elements exists, only one of them will be deleted. The cost of this operation is amortized O(logC) assuming the heap contains keys in the range [0, C] or equivalently [a, a+C].
      Specified by:
      deleteMin in interface Heap<K>
      Returns:
      the deleted element with the minimum key

    • isEmpty

      public boolean isEmpty()
      Returns true if this heap is empty.
      Specified by:
      isEmpty in interface Heap<K>
      Returns:
      true if this heap is empty, false otherwise

    • size

      public long size()
      Returns the number of elements in this heap.
      Specified by:
      size in interface Heap<K>
      Returns:
      the number of elements in this heap

    • clear

      public void clear()
      Clear all the elements of this heap.
      Specified by:
      clear in interface Heap<K>

    • comparator

      public Comparator<? super Double> comparator()
      Always returns null since this heap uses the natural ordering of its keys.
      Specified by:
      comparator in interface Heap<K>
      Returns:
      null since this heap uses the natural ordering of its keys