Online algorithm for checking palindrome in a stream - GeeksforGeeks


Online algorithm for checking palindrome in a stream - GeeksforGeeks
Given a stream of characters (characters are received one by one), write a function that prints 'Yes' if a character makes the complete string palindrome, else prints 'No'.
Input: str[] = "abcba"
Output: a Yes   // "a" is palindrome
        b No    // "ab" is not palindrome
        c No    // "abc" is palindrome
        b No    // "abcb" is not palindrome
        a Yes   // "abcba" is palindrome

Rolling Hash used in Rabin Karp algorithm. The idea is to keep track of reverse of first half and second half (we also use first half and reverse of second half) for every index.
1) The first character is always a palindrome, so print yes for 
     first character.

  2) Initialize reverse of first half as "a" and second half as "b".  
     Let the hash value of first half reverse be 'firstr' and that of 
     second half be 'second'.

  3) Iterate through string starting from second character, do following
      for every character str[i], i.e., i varies from 1 to n-1.
     a) If 'firstr' and 'second' are same, then character by character 
        check the substring ending with current character and print 
        "Yes" if palindrome.
        Note that if hash values match, then strings need not be same.
        For example, hash values of "ab" and "ba" are same, but strings
        are different. That is why we check complete string after hash.

     b) Update 'firstr' and 'second' for next iteration.  
           If 'i' is even, then add next character to the beginning of 
                           'firstr' and end of second half and update 
                            hash values.
           If 'i' is odd,  then keep 'firstr' as it is, remove leading 
                           character from second and append a next 
                           character at end.
// d is the number of characters in input alphabet
#define d 256
// q is a prime number used for evaluating Rabin Karp's Rolling hash
#define q 103
void checkPalindromes(char str[])
{
    // Length of input string
    int N = strlen(str);
    // A single character is always a palindrome
    printf("%c Yes\n", str[0]);
    // Return if string has only one character
    if (N == 1) return;
    // Initialize first half reverse and second half for
    // as firstr and second characters
    int firstr  = str[0] % q;
    int second = str[1] % q;
    int h = 1, i, j;
    // Now check for palindromes from second character
    // onward
    for (i=1; i<N; i++)
    {
        // If the hash values of 'firstr' and 'second'
        // match, then only check individual characters
        if (firstr == second)
        {
            /* Check if str[0..i] is palindrome using
               simple character by character match */
            for (j = 0; j < i/2; j++)
            {
                if (str[j] != str[i-j])
                    break;
            }
            (j == i/2)?  printf("%c Yes\n", str[i]):
            printf("%c No\n", str[i]);
        }
        else printf("%c No\n", str[i]);
        // Calculate hash values for next iteration.
        // Don't calculate hash for next characters if
        // this is the last character of string
        if (i != N-1)
        {
            // If i is even (next i is odd)
            if (i%2 == 0)
            {
                // Add next character after first half at beginning
                // of 'firstr'
                h = (h*d) % q;
                firstr  = (firstr + h*str[i/2])%q;
                 
                // Add next character after second half at the end
                // of second half.
                second = (second*d + str[i+1])%q;
            }
            else
            {
                // If next i is odd (next i is even) then we
                // need not to change firstr, we need to remove
                // first character of second and append a
                // character to it.
                second = (d*(second + q - str[(i+1)/2]*h)%q
                          + str[i+1])%q;
            }
        }
    }
}

http://blueocean-penn.blogspot.com/2015/05/rabin-karp-algorithm.html

public class RabinKarpString { static final int prime = 101;
static final int base = 103;
public static void rabinKarp(String s){
assert(s!=null && !s.isEmpty());
long leftHash = s.charAt(0);
long rightHash = s.charAt(0);
System.out.println("Yes");
int h = 1;
for(int i = 1; i < s.length(); i++){
h = (h*prime)%base;
leftHash = (leftHash*prime + s.charAt(i))%base;
rightHash = ( (long) (s.charAt(i)*h + rightHash))%base;
if(leftHash == rightHash){
isPali(s, i);
}else
System.out.println("No");
}
}
public static void isPali(String s, int i){
for(int l=0,r=i; l<=r; l++, r--){
if(s.charAt(l) != s.charAt(r)){
System.out.println("No");
}
}
System.out.println("Yes");
}
}
http://allenlipeng47.com/PersonalPage/index/view/157/nkey
Read full article from Online algorithm for checking palindrome in a stream - GeeksforGeeks

Labels

LeetCode (1432) GeeksforGeeks (1122) LeetCode - Review (1067) Review (882) Algorithm (668) to-do (609) Classic Algorithm (270) Google Interview (237) Classic Interview (222) Dynamic Programming (220) DP (186) Bit Algorithms (145) POJ (141) Math (137) Tree (132) LeetCode - Phone (129) EPI (122) Cracking Coding Interview (119) DFS (115) Difficult Algorithm (115) Lintcode (115) Different Solutions (110) Smart Algorithm (104) Binary Search (96) BFS (91) HackerRank (90) Binary Tree (86) Hard (79) Two Pointers (78) Stack (76) Company-Facebook (75) BST (72) Graph Algorithm (72) Time Complexity (69) Greedy Algorithm (68) Interval (63) Company - Google (62) Geometry Algorithm (61) Interview Corner (61) LeetCode - Extended (61) Union-Find (60) Trie (58) Advanced Data Structure (56) List (56) Priority Queue (53) Codility (52) ComProGuide (50) LeetCode Hard (50) Matrix (50) Bisection (48) Segment Tree (48) Sliding Window (48) USACO (46) Space Optimization (45) Company-Airbnb (41) Greedy (41) Mathematical Algorithm (41) Tree - Post-Order (41) ACM-ICPC (40) Algorithm Interview (40) Data Structure Design (40) Graph (40) Backtracking (39) Data Structure (39) Jobdu (39) Random (39) Codeforces (38) Knapsack (38) LeetCode - DP (38) Recursive Algorithm (38) String Algorithm (38) TopCoder (38) Sort (37) Introduction to Algorithms (36) Pre-Sort (36) Beauty of Programming (35) Must Known (34) Binary Search Tree (33) Follow Up (33) prismoskills (33) Palindrome (32) Permutation (31) Array (30) Google Code Jam (30) HDU (30) Array O(N) (29) Logic Thinking (29) Monotonic Stack (29) Puzzles (29) Code - Detail (27) Company-Zenefits (27) Microsoft 100 - July (27) Queue (27) Binary Indexed Trees (26) TreeMap (26) to-do-must (26) 1point3acres (25) GeeksQuiz (25) Merge Sort (25) Reverse Thinking (25) hihocoder (25) Company - LinkedIn (24) Hash (24) High Frequency (24) Summary (24) Divide and Conquer (23) Proof (23) Game Theory (22) Topological Sort (22) Lintcode - Review (21) Tree - Modification (21) Algorithm Game (20) CareerCup (20) Company - Twitter (20) DFS + Review (20) DP - Relation (20) Brain Teaser (19) DP - Tree (19) Left and Right Array (19) O(N) (19) Sweep Line (19) UVA (19) DP - Bit Masking (18) LeetCode - Thinking (18) KMP (17) LeetCode - TODO (17) Probabilities (17) Simulation (17) String Search (17) Codercareer (16) Company-Uber (16) Iterator (16) Number (16) O(1) Space (16) Shortest Path (16) itint5 (16) DFS+Cache (15) Dijkstra (15) Euclidean GCD (15) Heap (15) LeetCode - Hard (15) Majority (15) Number Theory (15) Rolling Hash (15) Tree Traversal (15) Brute Force (14) Bucket Sort (14) DP - Knapsack (14) DP - Probability (14) Difficult (14) Fast Power Algorithm (14) Pattern (14) Prefix Sum (14) TreeSet (14) Algorithm Videos (13) Amazon Interview (13) Basic Algorithm (13) Codechef (13) Combination (13) Computational Geometry (13) DP - Digit (13) LCA (13) LeetCode - DFS (13) Linked List (13) Long Increasing Sequence(LIS) (13) Math-Divisible (13) Reservoir Sampling (13) mitbbs (13) Algorithm - How To (12) Company - Microsoft (12) DP - Interval (12) DP - Multiple Relation (12) DP - Relation Optimization (12) LeetCode - Classic (12) Level Order Traversal (12) Prime (12) Pruning (12) Reconstruct Tree (12) Thinking (12) X Sum (12) AOJ (11) Bit Mask (11) Company-Snapchat (11) DP - Space Optimization (11) Dequeue (11) Graph DFS (11) MinMax (11) Miscs (11) Princeton (11) Quick Sort (11) Stack - Tree (11) 尺取法 (11) 挑战程序设计竞赛 (11) Coin Change (10) DFS+Backtracking (10) Facebook Hacker Cup (10) Fast Slow Pointers (10) HackerRank Easy (10) Interval Tree (10) Limited Range (10) Matrix - Traverse (10) Monotone Queue (10) SPOJ (10) Starting Point (10) States (10) Stock (10) Theory (10) Tutorialhorizon (10) Kadane - Extended (9) Mathblog (9) Max-Min Flow (9) Maze (9) Median (9) O(32N) (9) Quick Select (9) Stack Overflow (9) System Design (9) Tree - Conversion (9) Use XOR (9) Book Notes (8) Company-Amazon (8) DFS+BFS (8) DP - States (8) Expression (8) Longest Common Subsequence(LCS) (8) One Pass (8) Quadtrees (8) Traversal Once (8) Trie - Suffix (8) 穷竭搜索 (8) Algorithm Problem List (7) All Sub (7) Catalan Number (7) Cycle (7) DP - Cases (7) Facebook Interview (7) Fibonacci Numbers (7) Flood fill (7) Game Nim (7) Graph BFS (7) HackerRank Difficult (7) Hackerearth (7) Inversion (7) Kadane’s Algorithm (7) Manacher (7) Morris Traversal (7) Multiple Data Structures (7) Normalized Key (7) O(XN) (7) Radix Sort (7) Recursion (7) Sampling (7) Suffix Array (7) Tech-Queries (7) Tree - Serialization (7) Tree DP (7) Trie - Bit (7) 蓝桥杯 (7) Algorithm - Brain Teaser (6) BFS - Priority Queue (6) BFS - Unusual (6) Classic Data Structure Impl (6) DP - 2D (6) DP - Monotone Queue (6) DP - Unusual (6) DP-Space Optimization (6) Dutch Flag (6) How To (6) Interviewstreet (6) Knapsack - MultiplePack (6) Local MinMax (6) MST (6) Minimum Spanning Tree (6) Number - Reach (6) Parentheses (6) Pre-Sum (6) Probability (6) Programming Pearls (6) Rabin-Karp (6) Reverse (6) Scan from right (6) Schedule (6) Stream (6) Subset Sum (6) TSP (6) Xpost (6) n00tc0d3r (6) reddit (6) AI (5) Abbreviation (5) Anagram (5) Art Of Programming-July (5) Assumption (5) Bellman Ford (5) Big Data (5) Code - Solid (5) Code Kata (5) Codility-lessons (5) Coding (5) Company - WMware (5) Convex Hull (5) Crazyforcode (5) DFS - Multiple (5) DFS+DP (5) DP - Multi-Dimension (5) DP-Multiple Relation (5) Eulerian Cycle (5) Graph - Unusual (5) Graph Cycle (5) Hash Strategy (5) Immutability (5) Java (5) LogN (5) Manhattan Distance (5) Matrix Chain Multiplication (5) N Queens (5) Pre-Sort: Index (5) Quick Partition (5) Quora (5) Randomized Algorithms (5) Resources (5) Robot (5) SPFA(Shortest Path Faster Algorithm) (5) Shuffle (5) Sieve of Eratosthenes (5) Strongly Connected Components (5) Subarray Sum (5) Sudoku (5) Suffix Tree (5) Swap (5) Threaded (5) Tree - Creation (5) Warshall Floyd (5) Word Search (5) jiuzhang (5)

Popular Posts