Arrays 1 Background Programmer often need the ability to represent a group of values as a list List may be one-dimensional or multidimensional Java provides arrays and the collection classes The Vector class is an example of a collection class Consider arrays first 2 Array variable definition styles Without initialization ElementType [ ] id; Brackets Name of Type of list values in indicate array variable being list defined int [] a; int a[]; 3 Array variable definition styles With initialization Nonnegative integer expression specifying the number of elements in the array ElementType [ ] id = new ElementType [n]; Reference to a new array of n elements 4 Example Definitions char[] c; int[] value = new int[10]; Causes Array object variable c is un-initialized Array object variable v references a new ten element list of integers Each of the integers is default initialized to 0 c value 0 0 0 0 … 0 5 Basic terminology List is composed of elements Elements in a list have a common name The list as a whole is referenced through the common name List elements are of the same type — the base type Elements of a list are referenced by subscripting (indexing) the common name 6 Java array features Subscripts are denoted as expressions within brackets: [ ] Base (element) type can be any type Size of array can be specified at run time This is different that pure C! (for the most part, at least) Index type is integer and the index range must be 0 ... n-1 Where n is the number of elements Automatic bounds checking Ensures any reference to an array element is valid Data field length specifies the number of elements in the list Array is an object Has features common to all other objects 7 Consider int[] v = new int[10]; int i = 7; int j = 2; int k = 4; v[0] = 1; v[i] = 5; v[j] = v[i] + 3; v[j+1] = v[i] + v[0]; v[v[j]] = 12; System.out.println(v[2]); v[k] = stdin.nextInt(); v 8 is displayed Suppose 3 is extracted 0 1 0 0 8 0 6 0 3 0 0 0 5 12 0 0 v[0] v[1] v[2] v[3] v[4] v[5] v[6] v[7] v[8] v[9] 8 Consider Segment int[] b = new int[100]; b[-1] = 0; b[100] = 0; Causes Array variable to reference a new list of 100 integers Each element is initialized to 0 Two exceptions to be thrown -1 is not a valid index – too small 100 is not a valid index – too large IndexOutOfBoundsException 9 Today’s demotivators 10 Consider Point[] p = new Point[3]; p[0] = new Point(0, 0); p[1] = new Point(1, 1); p[2] = new Point(2, 2); p[0].setX(1); p[1].setY(p[2].getY()); Point vertex = new Point(4,4); p[1] = p[0]; vertex p[2] = vertex; p p[0] p[1] p[2] null null null Point: (1, (0, 0) Point: (4, 4) Point: (1, 2) 1) Point: (2, 2) 11 Explicit initialization Syntax id references an array of n elements. id[0] has value exp0, id[1] has value exp1, and so on. ElementType [] id = { exp0 , exp1 , ... expn-1 } ; Each expi is an expression that evaluates to type ElementType 12 Explicit initialization Example String[] puppy = { “pika“, “arlo“, “schuyler", “nikki" }; int[] unit = { 1 }; Equivalent to String[] puppy = new String[4]; puppy[0] = “pika"; puppy[1] = “arlo"; puppy[2] = “schuyler"; puppy[3] = “nikki"; int[] unit = new int[1]; unit[0] = 1; 13 Array members Member length Size of the array for (int i = 0; i < puppy.length; ++i) { System.out.println(puppy[i]); } 14 Array members Member clone() Produces a shallow copy Point[] u = { new Point(0, 0), new Point(1, 1)}; Point[] v = u.clone(); v[1] = new Point(4, 30); u[0] u[1] u Point: (0, 0) v Point: (1, 1) Point: (4, 30) 15 v[0] v[1] Making a deep copy Example Point[] w = new Point[u.length]; for (int i = 0; i < u.length; ++i) { w[i] = (Point) u[i].clone(); } 16 Making a deep copy u[0] u[1] u[2] u Point: (0, 0) w[0] w[1] Point: (2, 1) Point: (2, 2) Point: (2, 1) Point: (2, 2) w[2] w Point: (0, 0) 17 Review of last time Creating an array: int[] foo = new int[10]; Accessing an array: foo[3] = 7; System.out.print (foo[1]); Creating an array: String[] bar = new String[10]; Accessing an array: bar[3] = “qux”; System.out.println (bar[1]); 19 How Java represents arrays Consider int[] a = { 1, 2, 3, 4, 5 }; Array - length = 5 a - data = 1 1 2 2 3 4 3 5 4 5 +… 20 More about how Java represents Arrays Consider int[] a; int[] b = null; int[] c = new int[5]; int[] d = { 1, 2, 3, 4, 5 }; a = c; d = c; a - b null c 0 0 0 0 0 d 1 2 3 4 5 21 Searching for a value System.out.println("Enter search value (number): "); int key = stdin.nextInt(); int i; for (i i = 0 0; i < data.length data.length; ++i ++i) { if (key == data[i]) { break; } } 0 1 2 data 4 9 5 key 5 i 0 1 2 if (i != data.length) { System.out.println(key + " is the " + i + "-th element"); } else { System.out.println(key + " is not in the list");22 } Searching for the minimum value Segment int minimumSoFar = sample[0]; for (int i = 1; i < sample.length; ++i) { if (sample[i] < minimumSoFar) { minimumSoFar = sample[i]; } } 23 ArrayTools.java – outline public class ArrayTools { // class constant private static final int MAX_LIST_SIZE = 1000; // sequentialSearch(): examine unsorted list for key public static int sequentialSearch[] data, int key) { ... // putList (): prints list to screen public static void putList(int[] data) { ... // getList(): extract and return up to MAX_LIST_SIZE values public static int[] getList() throws IOException { ... // reverse(): reverses the order of the element values public static void reverse(int[] list) { ... // binarySearch(): examine sorted list for a key public static int binarySearch(char[] data, char key) { ... } 24 ArrayTools.java method putList() public static void putList(int[] data) { for (int i = 0; i < data.length; ++i) { System.out.println(data[i]); } } Consider int[] score = { 6, 9, 82, 11, 29, 85, 11, 28, 91 }; putList(score); 25 ArrayTools.java method getList() public static int[] getList() { Scanner stdin = new Scanner (System.in); int[] buffer = new int[MAX_LIST_SIZE]; int listSize = 0; for (int i = 0; (i < MAX_LIST_SIZE) && stdin.hasNext(); ++i) { buffer[i] = stdin.nextInt(); ++listSize; } int[] data = new int[listSize]; for (int i = 0; i < listSize; ++i) { data[i] = buffer[i]; } return data; } 26 ArrayTools.java method reverse() public static void reverse(int[] data) { int[] clone = data.clone(); for ( int i = 0; i < clone.length; ++i ) { data[i] = clone[clone.length-1-i]; } } Consider int[] foo = { 1, 2, 3, 4, 5 }; reverse (foo); putList (foo); 27 Demo.java public class Demo { // main(): application entry point public static void main(String[] args) { System.out.println(""); System.out.println("Enter list of integers:"); int[] numbers = ArrayTools.getList(); System.out.println(""); System.out.println("Your list"); ArrayTools.putList(numbers); ArrayTools.reverse(numbers); System.out.println(""); System.out.println("Your list in reverse"); ArrayTools.putList(numbers); System.out.println(); } } 28 ArrayTools.java method sequentialSearch() public static int sequentialSearch(int[] data, int key) { for (int i = 0; i < data.length; ++i) { if (data[i] == key) { return i; } } key 11 return -1; } data 0 1 2 3 4 5 6 7 8 6 9 82 11 29 85 11 29 91 Consider int[] score = { 6, 9, 82, 11, 29, 85, 11, 28, 91 }; int i1 = sequentialSearch(score, 11); 30 int i2 = sequentialSearch(score, 30); Yale vs. Harvard Web references: http://www.harvardsucks.org/, http://www.yaledailynews.com/article.asp?AID=27506 31 Sorting Problem Arranging elements so that they are ordered according to some desired scheme Standard is non-decreasing order Why don't we say increasing order? Major tasks Comparisons of elements Updates or element movement 32 Selection sorting Algorithm basis On iteration i, a selection sorting method: Finds the element containing the ith smallest value of its list v and exchanges that element with v[i] Example – iteration 0 Swaps smallest element with v[0] This results in smallest element being in the correct place for a sorted result v 0 1 2 3 4 5 6 ‘Q' 'W' ‘E' 'R' 'T' 'Y' 'U' 7 'I' 8 9 'O' 'P' 33 Selection sorting Algorithm basis On iteration i, a selection sorting method: Finds the element containing the ith smallest value of its list v and exchanges that element with v[i] Example – iteration 0 Swaps smallest element with v[0] This results in smallest element being in the correct place for a sorted result v 0 1 2 3 4 5 6 ‘Q' 'W' ‘E' 'R' 'T' 'Y' 'U' 7 'I' 8 9 'O' 'P' 34 Selection sorting Algorithm basis On iteration i, a selection sorting method: Finds the element containing the ith smallest value of its list v and exchanges that element with v[i] Example – iteration 0 Swaps smallest element with v[0] This results in smallest element being in the correct place for a sorted result v 0 1 2 3 4 5 6 'E' 'W' 'Q' 'R' 'T' 'Y' 'U' 7 'I' 8 9 'O' 'P' 35 Selection sorting Algorithm basis On iteration i, a selection sorting method: Finds the element containing the ith smallest value of its list v and exchanges that element with v[i] Example – iteration 1 Swaps second smallest element with v[1] This results in second smallest element being in the correct place for a sorted result v 0 1 2 3 4 5 6 'E' 'W' 'Q' 'R' 'T' 'Y' 'U' 7 'I' 8 9 'O' 'P' 36 Selection sorting Algorithm basis On iteration i, a selection sorting method: Finds the element containing the ith smallest value of its list v and exchanges that element with v[i] Example – iteration 1 Swaps second smallest element with v[1] This results in second smallest element being in the correct place for a sorted result 0 v 'E' 1 'I' 2 3 4 5 6 7 8 9 'Q' 'R' 'T' 'Y' 'U' 'W' 'O' 'P' 37 ArrayTools.java selection sorting public static void selectionSort(int[] v) { for (int i = 0; i < v.length-1; ++i) { // find the location of the ith smallest element int spot = i; for (int j = i+1; j < v.length; ++j) { if (v[j] < v[spot]) { // is current location ok? // update spot to index of smaller element spot = j; } } // spot is now correct, so swap elements int rmbr = v[i]; v[i] = v[spot]; v[spot] = rmbr; } } 38 Iteration i // find the location of the ith smallest element int spot = i; for (int j = i+1; j < v.length; ++j) { if (v[j] < v[spot]) // is spot ok? // update spot with index of smaller element spot = j; } // spot is now correct, swap elements v[spot] and v[i] 39 Quick survey a) b) c) d) How are we doing with arrays? Very well With some review, I’ll be good Not really Not at all 40 April Fools Day Jokes Privacy policy From time to time, in order to improve Google Gulp's usefulness for our users, Google Gulp will send packets of data related to your usage of this product from a wireless transmitter embedded in the base of your Google Gulp bottle to the GulpPlex™, a heavily guarded, http://www.google.com/googlegulp/ massively parallel server farm whose location is known (orSchmidt, do a Google search only to Eric who carries its for GPS‘gulp’) coordinates on a 64-bit-encrypted smart card locked in a stainless-steel briefcase handcuffed to his right wrist. No personally identifiable information of any kind related to your consumption of Google Gulp or any other current or future Google Foods product will ever be given, sold, bartered, auctioned off, tossed into a late-night poker pot, or otherwise transferred in any way to any untrustworthy third party, ever, we swear. See our 41 Privacy Policy. Google Maps… 43 Binary search Given a list, find a specific element in the list List MUST be sorted! Each time it iterates through, it cuts the list in half A binary search is MUCH faster than a sequential search 44 Binary search use The ‘BS’ in BSDemo is for Binary Search, mind you public class BSDemo { public static void main(String[] args) { int[] numbers = { 9, 3, 1, 8, 4, 6, 10, 2 }; System.out.println ("The original list of numbers:"); ArrayTools.putList(numbers); System.out.println(); ArrayTools.selectionSort(numbers); System.out.println ("The sorted list of numbers:"); ArrayTools.putList(numbers); System.out.println(); System.out.println System.out.println System.out.println System.out.println System.out.println System.out.println System.out.println ("Searching ("Searching ("Searching ("Searching ("Searching ("Searching ("Searching for for for for for for for 0: " + ArrayTools.binarySearch(numbers, 0)); 1: " + ArrayTools.binarySearch(numbers, 1)); 4: " + ArrayTools.binarySearch(numbers, 4)); 5: " + ArrayTools.binarySearch(numbers, 5)); 6: " + ArrayTools.binarySearch(numbers, 6)); 10: " + ArrayTools.binarySearch(numbers, 10)); 11: " + ArrayTools.binarySearch(numbers, 11)); } } 45 Binary search use demo… 46 Binary search public static int binarySearch (int[] data, int key) { int i = 0; // left endpoint of search interval int j = data.length-1; // right endpoint of search interval while ( i < j ) { int m = (i+j)/2; if ( key > data[m] ) { i = m+1; } else { j = m; } } if ( key == data[i] ) { return i; } else { return -1; } 47 } Binary search, take 1 public static int binarySearch (int[] data, int key) { int i = 0; int j = data.length-1; data i while ( i < j ) { int m = (i+j)/2; if ( key > data[m] ) { i = m+1; } else { j = m; } } if ( key == data[i] ) { return i; } else { return -1; } key returns: a0 a1 a2 a3 a4 a5 a6 a7 a8 a9 2 4 6 8 10 12 14 16 18 20 0 5 6 m 4 7 6 5 j 9 7 6 14 6 48 Binary search, take 2 public static int binarySearch (int[] data, int key) { int i = 0; int j = data.length-1; data i while ( i < j ) { int m = (i+j)/2; if ( key > data[m] ) { i = m+1; } else { j = m; } } if ( key == data[i] ) { return i; } else { return -1; } key returns: a0 a1 a2 a3 a4 a5 a6 a7 a8 a9 2 4 6 8 10 12 14 16 18 20 0 5 m 4 7 6 j 9 7 15 -1 49 Binary search A somewhat alternative view of what a binary search does… 50 How long does a binary search take? Given a array of 64 elements 1st iteration cuts the array to 32 2nd iteration cuts the array to 16 3rd to 8 4th to 4 5th to 2 6th to 1 Given a array of 1024 elements 1st iteration cuts the array to 512 ... 10th iteration cuts the list to 1 element Thus, the binary search takes log2 n iterations! Where n is the size of the array 51 Binary search vs. sequential search Assume the array has n elements Sequential search can take (in the worst-case) n iterations to find the element Binary search can take (in the worst case) log2 n iterations to find the element Consider a list of 1 million elements Binary search takes about 20 iterations Sequential search takes 1,000,000 iterations Consider a list of 1 trillion elements Binary search takes about 40 iterations Sequential search takes 1,000,000,000,000 iterations52 Quick survey a) b) c) d) How are we doing with binary searches? Very well With some review, I’ll be good Not really Not at all 53 Becoming an IEEE author 54 55 Multidimensional arrays Many problems require information be organized as a twodimensional or multidimensional list Examples Matrices Graphical animation Economic forecast models Map representation Time studies of population change Microprocessor design 56 Example Segment int[][] m = new int[3][]; m[0] = new int[4]; m[1] = new int[4]; m[2] = new int[4]; Produces m[0] m m[1] m[2] m[2][0] m 0 m[0][0] 0 m[0][1] When an array is created, each value is initialized! 0 m[0][2] 0 m[0][3] m[2][1] m[2][2] m[2][3] 0 0 0 0 0 0 0 0 m[1][0] m[1][1] m[1][2] m[1][3] 57 Example Alternative int[][] m = new int[3][4]; Produces m[0] m[1] m[2] m[2][0] m 0 m[0][0] 0 m[0][1] 0 m[0][2] 0 m[0][3] m[2][1] m[2][2] m[2][3] 0 0 0 0 0 0 0 0 m[1][0] m[1][1] m[1][2] m[1][3] 58 Multidimensional array visualization A multi-dimensional array declaration (either one): int[][] m = new int[3][4]; How we visualize it: 0 0 0 0 0 0 0 0 0 0 0 0 or 0 0 0 0 0 0 0 0 0 0 0 0 59 Example Segment for (int r = 0; r < m.length; ++r) { for (int c = 0; c < m[r].length; ++c) { System.out.print("Enter a value: "); m[r][c] = stdin.nextInt(); } } 60 Example Segment String[][] s[0] = new s[1] = new s[2] = new s[3] = new Produces s[0] s = new String[4][]; String[2]; String[2]; String[4]; String[3]; s[1] s[2] s[3] null null null s[3][0] s[3][1] s[3][2] s null null null null s[2][0] s[2][1] s[2][2] s[2][3] null null s[0][0] s[0][1] null null 61 s[1][0] s[1][1] Multidimensional array visualization Segment String[][] s[0] = new s[1] = new s[2] = new s[3] = new Produces s = new String[4][]; String[2]; String[2]; String[4]; String[3]; 0 0 0 0 0 0 0 0 0 0 or 0 0 0 0 0 0 0 0 0 0 0 Called a “ragged” array 0 62 Example Segment int c[][] = {{1, 2}, {3, 4}, {5, 6}, {7, 8, 9}}; Produces c[0] c[1] c[2] 7 c[3] 8 9 c[3][0] c[3][1] c[3][2] c 5 6 c[2][0] c[2][1] 1 2 c[0][0] c[0][1] 3 4 c[1][0] c[1][1] 63 Matrices A two-dimensional array is sometimes known as a matrix because it resembles that mathematical concept A matrix a with m rows and n columns is represented mathematically in the following manner a1 1 a 1 2 a 1 n a2 1 a 2 2 a 2 n am 1 a m 2 a m n 64 Matrix addition Definition C = A + B cij = aij + bij cij is sum of the elements in the same row and column of A and B 65 Matrix addition public static double[][] add(double[][] a, double[][] b) { // determine number of rows in solution int m = a.length; // determine number of columns in solution int n = a[0].length; // create the array to hold the sum double[][] c = new double[m][n]; // compute the matrix sum row by row for (int i = 0; i < m; ++i) { // produce the current row for (int j = 0; j < n; ++j) { c[i][j] = a[i][j] + b[i][j]; } } return c; } 66 Quick survey a) b) c) d) I felt I understood the material in this slide set… Very well With some review, I’ll be good Not really Not at all 67 Quick survey a) b) c) d) The pace of the lecture for this slide set was… Fast About right A little slow Too slow 68 Quick survey a) b) c) d) How interesting was the material in this slide set? Be honest! Wow! That was SOOOOOOO cool! Somewhat interesting Rather boring Zzzzzzzzzzz 69 Today’s demotivators 70