{"id":9217,"date":"2022-08-26T11:24:09","date_gmt":"2022-08-26T11:24:09","guid":{"rendered":"https:\/\/www.prepbytes.com\/blog\/?p=9217"},"modified":"2022-09-13T13:37:08","modified_gmt":"2022-09-13T13:37:08","slug":"how-to-efficiently-implement-k-stacks-in-a-single-array","status":"publish","type":"post","link":"https:\/\/prepbytes.com\/blog\/how-to-efficiently-implement-k-stacks-in-a-single-array\/","title":{"rendered":"How to efficiently implement K Stacks in a single Array?"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/prepbytes-misc-images.s3.ap-south-1.amazonaws.com\/assets\/1661512788946-How%20to%20efficiently%20implement%20k%20stacks%20in%20a%20single%20array%3F%20-%20Header.jpeg\" alt=\"\" \/><\/p>\n<\/p>\n<p>Our task is to Implement K stacks that should use only one array. The K stacks must support these functions <\/p>\n<ol>\n<li><strong>push(int x, int sn)<\/strong>: pushes element x to stack number \u2018sn\u2019 where sn ranges from 0 to k-1. <\/li>\n<li><strong>pop(int sn)<\/strong>: pops an element from stack number \u2018sn\u2019 where sn ranges from 0 to k-1.<\/li>\n<\/ol>\n<h3>Method 1:<\/h3>\n<p><strong>Divide the <a href=\"https:\/\/prepbytes.com\/blog\/tag\/arrays\/\">array<\/a> into sections of (n\/k) size:-<\/strong><br \/>\nA simple way to implement k stacks is to divide the array into k sections of size (n\/k) each and these (n\/k) sections are for different stacks.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/prepbytes-misc-images.s3.ap-south-1.amazonaws.com\/assets\/1661512823644-How%20to%20efficiently%20implement%20k%20stacks%20in%20a%20single%20array%3F-1.png\" alt=\"\" \/><\/p>\n<p>In the above example, we have constructed two stacks using a single array but the problem is that this approach is not using array spaces efficiently. Because in this example we still have free spaces in the first stack but still we cannot use those free spaces for stack 2.<\/p>\n<h3>Method 2:<\/h3>\n<ol>\n<li>This method is space efficient, and the idea is to use two extra arrays for efficient implementation of k stacks in an array. In this approach, we are going to use two extra arrays named top and next.<\/li>\n<li>The top array is used to store the index of the top element of the stack. Its size will be equal to the number of stacks.<\/li>\n<li>The next array is an array of size N. This next array is used to keep track of two things:-<br \/>\na. the next (lower) element of the stack. For example, let&#8217;s say ith index of arr i.e arr[i] stores the actual elements of the stack then next[i] stores the index of the next (lower) element in the stack.<br \/>\nb. the next free space available in the array. If arr[i] is a free (i.e no element is stored there), then next[i] stores the index of the next free slot available in the array.<\/li>\n<\/ol>\n<p><strong>Input<\/strong>:<br \/>\nS = Number of stacks, N = Size of array <\/p>\n<h3>Algorithm:<\/h3>\n<ol>\n<li>Create an array arr of size S, Array that will store the content of the stacks.<\/li>\n<li>Create an array top of size N, and initialize all the indices with -1. This will store the top element of every stack.<\/li>\n<li>Create an array next of size S.<\/li>\n<li>Initially, the complete array arr belongs to the free list i.e (No element is pushed yet). So, for every index \u2018i\u2019 in next, set next[i] = i + 1. <\/li>\n<li>Set the last pointer of the free list to -1, i.e. next[S-1] = -1.<\/li>\n<li>Create a variable to store the starting index of the free list. i.e free = 0.<\/li>\n<\/ol>\n<p><strong>Push Operation<\/strong>:<\/p>\n<ol>\n<li>If free= &#8211; 1, means array is full. So, we cannot insert a new element.<\/li>\n<li>Otherwise,<br \/>\na. Store the index of the first free slot in a temporary variable, say index, i.e. index = free.<br \/>\nb. Update the starting index of the free list as, free = next[freeStart].<br \/>\nc. Store the new element in the free slot as arr[index] = X.<br \/>\nd. Update the next pointer of the new element as next[index] = top[M-1].<br \/>\ne. Add the element to the stack by updating the head\/top of the stack list as top[M-1] = index.<br \/>\nf. Return true.<\/li>\n<\/ol>\n<p><strong>Pop Operation:<\/strong><\/p>\n<ol>\n<li>If top[M-1] = &#8211; 1, the Mth stack is empty. So, just return -1.<\/li>\n<li>Otherwise,<br \/>\na. Find the index of the top element of the stack and store it in a variable say index, i.e. index = top[M-1].<br \/>\nb. Remove the element from the stack by updating the head\/top of the stack list as top[M-1] = next[index].<br \/>\nc. Add the free slot to the free list as next[index] = free.<br \/>\nd. Update the starting index of the free list as, free = index.<br \/>\ne. Return the popped element.<\/li>\n<\/ol>\n<h3>Code Implementation:<\/h3>\n\t\t\t\t\t\t<style>\r\n\t\t\t\t\r\n\t\t\t\t\t#tab_container_9342 {\r\n\toverflow:hidden;\r\n\tdisplay:block;\r\n\twidth:100%;\r\n\tborder:0px solid #ddd;\r\n\tmargin-bottom:30px;\r\n\t}\r\n\r\n#tab_container_9342 .tab-content{\r\n\tpadding:20px;\r\n\tborder: 1px solid #e6e6e6 !important;\r\n\tmargin-top: 0px;\r\n\tbackground-color:#ffffff !important;\r\n\tcolor: #000000 !important;\r\n\tfont-size:16px !important;\r\n\tfont-family: Open Sans !important;\r\n\t\r\n\t\tborder: 1px solid #e6e6e6 !important;\r\n\t}\r\n#tab_container_9342 .wpsm_nav-tabs {\r\n    border-bottom: 0px solid #ddd;\r\n}\r\n#tab_container_9342 .wpsm_nav-tabs > li.active > a, #tab_container_9342 .wpsm_nav-tabs > li.active > a:hover, #tab_container_9342 .wpsm_nav-tabs > li.active > a:focus {\r\n\tcolor: #000000 !important;\r\n\tcursor: default;\r\n\tbackground-color: #ffffff !important;\r\n\tborder: 1px solid #e6e6e6 !important;\r\n}\r\n\r\n#tab_container_9342 .wpsm_nav-tabs > li > a {\r\n    margin-right: 0px !important; 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\r\n}\r\n\r\n\r\n#tab_container_9342 .tab-content{\r\noverflow:hidden !important;\r\n}\r\n\r\n\r\n@media (min-width: 769px) {\r\n\r\n\t#tab_container_9342 .wpsm_nav-tabs > li{\r\n\t\tfloat:left !important ;\r\n\t\t\t\tmargin-right:-1px !important;\r\n\t\t\t\t\t}\r\n\t#tab_container_9342 .wpsm_nav-tabs{\r\n\t\tfloat:none !important;\r\n\t\tmargin:0px !important;\r\n\t}\r\n\r\n\t#tab_container_9342 .wpsm_nav-tabs > li {\r\n\t\t\t\t\r\n\t}\r\n\t#tab_container_9342 .wpsm_nav{\r\n\t\t\t}\r\n\r\n}\r\n\r\n\r\n\r\n@media (max-width: 768px) {\r\n\t#tab_container_9342 .wpsm_nav-tabs > li {\r\n\t\t\t\t\r\n\t}\r\n\t#tab_container_9342 .wpsm_nav{\r\n\t\t\t}\r\n}\r\n\r\n\r\n\t.wpsm_nav-tabs li:before{\r\n\t\tdisplay:none !important;\r\n\t}\r\n\r\n\t@media (max-width: 768px) {\r\n\t\t\t\t\r\n\t\t\t\t.wpsm_nav-tabs{\r\n\t\t\tmargin-left:0px !important;\r\n\t\t\tmargin-right:0px !important; \r\n\t\t\t\r\n\t\t}\r\n\t\t\t\t#tab_container_9342 .wpsm_nav-tabs > li{\r\n\t\t\tfloat:none !important;\r\n\t\t}\r\n\t\t\t\r\n\t}\t\t\t\t<\/style>\r\n\t\t\t\t<div id=\"tab_container_9342\" >\r\n\t \r\n\t\t\t\t\t<ul class=\"wpsm_nav wpsm_nav-tabs\" role=\"tablist\" id=\"myTab_9342\">\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<li role=\"presentation\"  class=\"active\"  onclick=\"do_resize()\">\r\n\t\t\t\t\t\t\t\t<a href=\"#tabs_desc_9342_1\" aria-controls=\"tabs_desc_9342_1\" role=\"tab\" data-toggle=\"tab\">\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"fa fa-code\"><\/i> \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t<span>C++<\/span>\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/li>\r\n\t\t\t\t\t\t\t\t\t\t\t <\/ul>\r\n\r\n\t\t\t\t\t  <!-- Tab panes -->\r\n\t\t\t\t\t  <div class=\"tab-content\" id=\"tab-content_9342\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t <div role=\"tabpanel\" class=\"tab-pane  in active \" id=\"tabs_desc_9342_1\">\r\n\t\t\t\t\t\t\t\t<!-- wp:enlighter\/codeblock {\"language\":\"cpp\"} -->\r\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\r\n#include&lt;bits\/stdc++.h&gt;\r\nusing namespace std;\r\n  \r\n\/\/ class kStacks\r\nclass kStacks{\r\n    \/\/ Array of size n to store elements i.e elements that will be pushed in stack\r\n    int *arr;   \r\n    \/\/ top array store indexes of top elements of stacks\r\n    int *top;   \r\n    int *next;  \r\n    \/\/ Array of size n to store next entry in all stacks and free list\r\n    int n, k;\r\n    \/\/ store beginning index of free list\r\n    int free; \r\npublic:\r\n    \/\/constructor \r\n    kStacks(int k1, int n1){\r\n    \/\/ Initialize n and k, and allocate memory for all arrays\r\n    k = k1, n = n1;\r\n    arr = new int[n];\r\n    top = new int[k];\r\n    next = new int[n];\r\n  \r\n    \/\/ Initialize all stacks as empty with -1\r\n    for (int i = 0; i &lt; k; i++)\r\n        top[i] = -1;\r\n  \r\n    \/\/ Initialize all spaces as free\r\n    free = 0;\r\n    for (int i=0; i&lt;n-1; i++)\r\n        next[i] = i+1;\r\n    next[n-1] = -1;  \/\/ -1 is used to indicate end of free list\r\n    }\r\n  \r\n    \/\/function checks if there is space available\r\n    bool isFull(){\r\n      return (free == -1);\r\n    }\r\n  \r\n    \/\/ push an item in stack number 'sn' is stack number\r\n    void push(int item, int sn){\r\n    \/\/ Overflow check\r\n    if (isFull()){\r\n        cout &lt;&lt; &quot;Stack Overflow NO free spaces&#92;n&quot;;\r\n        return;\r\n    }\r\n\r\n    \/\/ Store index of first free space\r\n    int i = free;   \r\n  \r\n    \/\/ Update index of free slot to index of next slot in free list\r\n    free = next[i];\r\n  \r\n    \/\/ Update next of top and then top for stack number 'sn'\r\n    next[i] = top[sn];\r\n    top[sn] = i;\r\n  \r\n    \/\/ Put the item in array\r\n    arr[i] = item;\r\n    }\r\n  \r\n    \/\/ pop from stack number 'sn'\r\n    int pop(int sn){\r\n    \/\/ check if stack is already empty\r\n    if (isEmpty(sn)){\r\n         cout &lt;&lt; &quot;&#92;nStack is Empty&#92;n&quot;;\r\n         return INT_MAX;\r\n    }\r\n  \r\n  \r\n    \/\/ Find index of top item in stack number 'sn'\r\n    int i = top[sn];\r\n   \/\/ Change top to store next of previous top\r\n    top[sn] = next[i];  \r\n  \r\n    \/\/ Attach the previous top to the beginning of free list\r\n    next[i] = free;\r\n    free = i;\r\n  \r\n    \/\/ Return the previous top item\r\n    return arr[i];\r\n    }\r\n  \r\n    \/\/ check stack number 'sn' is empty or not?\r\n    bool isEmpty(int sn){\r\n      return (top[sn] == -1); \r\n    }\r\n};\r\n  \r\nint main(){\r\n    \/\/ creating 3 stacks in array of size 10\r\n    int k = 3, n = 10;\r\n    kStacks kStk(k, n);\r\n    \r\n\r\n    \/\/ pushing elements in stack 0\r\n    kStk.push(11, 0);\r\n\r\n    \/\/ pushing elements in stack 2\r\n    kStk.push(15, 2);\r\n    kStk.push(45, 2);\r\n\r\n    \/\/ pushing elements in stack 1\r\n    kStk.push(17, 1);\r\n    kStk.push(49, 1);\r\n    kStk.push(39, 1);\r\n\r\n    cout &lt;&lt; &quot;Pop from stack 0: &quot; &lt;&lt; kStk.pop(0) &lt;&lt; endl;\r\n    cout &lt;&lt; &quot;Pop from stack 2: &quot; &lt;&lt; kStk.pop(2) &lt;&lt; endl;\r\n    cout &lt;&lt; &quot;Pop from stack 1: &quot; &lt;&lt; kStk.pop(1) &lt;&lt; endl;\r\n}\r\n<\/pre>\r\n<!-- \/wp:enlighter\/codeblock -->\t\t\t\t\t\t <\/div>\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\t \r\n\t\t\t\t <\/div>\r\n <script>\r\n\t\tjQuery(function () {\r\n\t\t\tjQuery('#myTab_9342 a:first').tab('show')\r\n\t\t});\r\n\t\t\r\n\t\t\t\tjQuery(function(){\r\n\t\t\tvar b=\"fadeIn\";\r\n\t\t\tvar c;\r\n\t\t\tvar a;\r\n\t\t\td(jQuery(\"#myTab_9342 a\"),jQuery(\"#tab-content_9342\"));function d(e,f,g){\r\n\t\t\t\te.click(function(i){\r\n\t\t\t\t\ti.preventDefault();\r\n\t\t\t\t\tjQuery(this).tab(\"show\");\r\n\t\t\t\t\tvar h=jQuery(this).data(\"easein\");\r\n\t\t\t\t\tif(c){c.removeClass(a);}\r\n\t\t\t\t\tif(h){f.find(\"div.active\").addClass(\"animated \"+h);a=h;}\r\n\t\t\t\t\telse{if(g){f.find(\"div.active\").addClass(\"animated \"+g);a=g;}else{f.find(\"div.active\").addClass(\"animated \"+b);a=b;}}c=f.find(\"div.active\");\r\n\t\t\t\t});\r\n\t\t\t}\r\n\t\t});\r\n\t\t\r\n\r\n\t\tfunction do_resize(){\r\n\r\n\t\t\tvar width=jQuery( '.tab-content .tab-pane iframe' ).width();\r\n\t\t\tvar height=jQuery( '.tab-content .tab-pane iframe' ).height();\r\n\r\n\t\t\tvar toggleSize = true;\r\n\t\t\tjQuery('iframe').animate({\r\n\t\t\t    width: toggleSize ? width : 640,\r\n\t\t\t    height: toggleSize ? height : 360\r\n\t\t\t  }, 250);\r\n\r\n\t\t\t  toggleSize = !toggleSize;\r\n\t\t}\r\n\r\n\r\n\t<\/script>\r\n\t\t\t\t\r\n\t\t\t\n<p><strong>Output<\/strong>:<br \/>\nPop from stack 0: 11<br \/>\nPop from stack 2: 45<br \/>\nPop from stack 1: 39<\/p>\n<p><strong>Time complexity of operations push() and pop() is O(1). <\/strong><br \/>\n<strong>Time Complexity: O(N)<\/strong>, Although push() and pop() functions are still O(1) but we have traversed N times for initializing all stacks.<br \/>\n<strong>Auxiliary Space: O(N)<\/strong>, Since, we have used extra spaces for the stack.<\/p>\n<p>This article tried to discuss How to efficiently implement K Stacks in a single Array?<br \/>\nHope this blog helps you understand and solve the problem. To practice more problems you can check out <a href=\"#\"><\/a> at <a href=\"https:\/\/www.prepbytes.com\/\"> Prepbytes<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our task is to Implement K stacks that should use only one array. The K stacks must support these functions push(int x, int sn): pushes element x to stack number \u2018sn\u2019 where sn ranges from 0 to k-1. pop(int sn): pops an element from stack number \u2018sn\u2019 where sn ranges from 0 to k-1. Method [&hellip;]<\/p>\n","protected":false},"author":52,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[127],"tags":[],"class_list":["post-9217","post","type-post","status-publish","format-standard","hentry","category-stacks"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to efficiently implement K Stacks in a single Array?<\/title>\n<meta name=\"description\" content=\"In this article, We will discuss how to efficiently implement k stacks in a single array. 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