Notes102 - Example of Algorithm Using Stacks CS 251 Course Notes for prepared by Jonathan Deutsch if you notice any inaccuracies please email

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Example of Algorithm Using Stacks CS 251 Course Notes for January 23, 2002 prepared by Jonathan Deutsch if you notice any inaccuracies, please email [email protected] Computing the span of a stock price - The span of a stock price for a certain day (d) is the number of previous consecutive days (including d) that the stock has been less than the price at day d. Simple Solution - For each day, find the previous day the stock was higher - Subtract that day with the current day + 1 class StockPrice { double price; int span; } class StockExchange { int n; // # of days StockPrice dayPrice[]; // Assume price already added to day price void computeSpan() { A for(int i = 0; i < n; i++) A { A int j = i; A A // go back until j reaches a day where price is higher B B { B j--; B } B C dayPrice[i].span = i-j; } } } - The worst case is where the stock continuously grows - A is executed: N times = O(N) - B is executed: 1+2+3+4+. ..+N times = sum of i, from i=0 to n = O(N^2) - C is executed: N times = O(N) - The resulting complexity of this algorithm is O(N^2) Solution Using a Stack void computerSpan() { StackInt stack = new StackInt();
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A for(int i = 0; i < n; i++) A { A // computer span for day i
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This note was uploaded on 02/02/2012 for the course CS 251 taught by Professor Staff during the Fall '08 term at Purdue University-West Lafayette.

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Notes102 - Example of Algorithm Using Stacks CS 251 Course Notes for prepared by Jonathan Deutsch if you notice any inaccuracies please email

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