Merge pull request #753 from abhijay94/Development

Added the algorithm and test for Fibonacci Search

Author: yanglbme

src/main/java/com/search/FibonacciSearch.java

@@ -0,0 +1,69 @@
+package src.main.java.com.search;
+
+import static java.lang.Math.min;
+
+/**
+ * Fibonacci search is a method of searching a sorted array using a divide and conquer algorithm that narrows down
+ * possible locations with the aid of Fibonacci numbers. Compared to binary search where the sorted array is divided
+ * into two equal-sized parts, one of which is examined further, Fibonacci search divides the array into two parts that
+ * have sizes that are consecutive Fibonacci numbers.
+ * <p>
+ * Worst-case performance	O(Log n)
+ * Best-case performance	O(1)
+ * Average performance	O(Log n)
+ * Average space complexity	O(1)
+ */
+public class FibonacciSearch {
+    /**
+     * @param array is an array where the element should be found
+     * @param key   is an element which should be found
+     * @param <T>   is any comparable type
+     * @return The index position of the key in the array, returns -1 for empty array
+     */
+    public <T extends Comparable<T>> int findIndex(T[] array, T key) {
+        int size = array.length;
+
+        if (size == 0)
+            return -1;
+
+        // Initialize the fibonacci numbers
+        int fibN1 = 1; // (n-1)th Fibonacci term
+        int fibN2 = 0; // (n-2)th Fibonacci term
+        int fibN = fibN1 + fibN2; // nth Fibonacci term
+
+        // fibN should store the smallest Fibonacci Number greater than or equal to size
+        while (fibN < size) {
+            fibN2 = fibN1;
+            fibN1 = fibN;
+            fibN = fibN2 + fibN1;
+        }
+
+        // Marks the eliminated range from front
+        int offset = -1;
+
+        while (fibN > 1) {
+            // Check if fibN2 is a valid location
+            int i = min(offset + fibN2, size - 1);
+
+            // If key is greater than the value at index fibN2, cuts the sub-array from offset to i
+            if (array[i].compareTo(key) < 0) {
+                fibN = fibN1;
+                fibN1 = fibN2;
+                fibN2 = fibN - fibN1;
+                offset = i;
+            }
+
+            // If x is greater than the value at index fibN2, cuts the sub-array after i+1
+            else if (array[i].compareTo(key) > 0) {
+                fibN = fibN2;
+                fibN1 = fibN1 - fibN2;
+                fibN2 = fibN - fibN1;
+            } else return i; // Element found
+        }
+        // comparing the last element with key
+        if (fibN1 == 1 && array[offset + 1].compareTo(key) == 0)
+            return offset + 1;
+
+        return -1; // Element not found
+    }
+}

src/test/java/com/search/FibonacciSearchTest.java

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+package src.test.java.com.search;
+
+import org.junit.Assert;
+import org.junit.Test;
+import src.main.java.com.search.FibonacciSearch;
+
+public class FibonacciSearchTest {
+    @Test
+    public void testFibonacciSearch() {
+        FibonacciSearch fibonacciSearch = new FibonacciSearch();
+
+        Integer[] arr = {11, 14, 23, 32, 36, 40, 54, 69};
+        int x = 54;
+        int index = fibonacciSearch.findIndex(arr, x);
+        Assert.assertEquals("Incorrect index", 6, index);
+
+        Integer[] arrTwo = {-400, -283, -180, -160, -129, -120, -30};
+        x = -120;
+        index = fibonacciSearch.findIndex(arrTwo, x);
+        Assert.assertEquals("Incorrect index", 5, index);
+
+        String[] arrString = {"101", "122", "136", "165", "225", "351", "458"};
+        String stringX = "136";
+        index = fibonacciSearch.findIndex(arrString, stringX);
+        Assert.assertEquals("Incorrect index", 2, index);
+
+        String[] arrThree = {};
+        Assert.assertEquals("Incorrect index", -1, fibonacciSearch.findIndex(arrThree, ""));
+    }
+}