Given a positive integer n, find the count of each digit appearing in the integers from 1 to n | CODING INTERVIEW ARCHIVES


Given a positive integer n, find the count of each digit appearing in the integers from 1 to n | CODING INTERVIEW ARCHIVES
The problem is to find the count of each digit (0 to 9), which occur in integers starting from 1, upto a given integer n.
A brute force approach is to consider each and every digit in all the integers from 1 to n. This will have a complexity of O(n), which is not feasible if n is greater than 10^7.
The approach discussed here has a very less complexity than the brute approach. The complexity is O(number of digits in n)!

Approach:

There are 10 possible 1 digit integers, thus total number of digits are 10(10*1). Each digit is equally likely.
Thus, for all 1 digit integers, each digit has a count of 1 (1*(10^0)), except '0', which has count of 0 (1*(10^0)-1), since 0 is not valid.
There are 100 possible 1 or 2 digit integers, thus total number of digits are 200(100*2). Each digit is equally likely.
Thus, for all 2 digit integers, each digit has a count of 20 (2*(10^1)), except '0', which has count of 9 (2*(10^1)-11), since 00,01,02,...09 are 1 digit numbers.
There are 1000 possible 1 or 2 or 3 digit integers, thus total number of digits are 3000(1000*3). Each digit is equally likely.
Thus, for all 3 digit integers, each digit has a count of 300 (3*(10^2)), except '0', which has count of 189 (3*(10^2)-111), since 000,001,...009,010,011,...099 are either 1 or 2 digit numbers and thus the count of zero needs to be subtracted.
And so on..

Now consider n to be a 'k' digit integer.
Let the first(Most Significant) digit be d. Thus, all the 'k-1' digit integers appear d times. Thus the count of each digit is increased by 'd' times the count of each digit in all of 'k-1' digit integers.
Count of digits from 1 to d-1 is further increased by 10^(k-1) as they appear at the beginning of each k-1 digit integer.
Count of digit d is further increased by n%(10^(k-1))+1, as it appears at the starting of all integers from 0 to n%(10^(k-1)).
Similarly, consider all the digits one by one till the Least Significant Digit.
Finally, those integers are reconsidered which have 1 or more zeroes at the beginning, and thus the count of 0 is reduced as explained above.


 #include<stdio.h>  
 #include<stdlib.h>  
 #include<string.h>  
 #include<math.h>  
 int* getDigitCount(int n){  
   int m=n,k=0,ones=0;  
   while(m){  
     ones=ones*10+1;  
     k++;  
     m=m/10;  
   }  
   int *d=malloc(sizeof(int)*10);  
   memset(d,0,10*sizeof(int));  
   int tens=ceil(pow(10,k-1));  
   int i,j;  
   while(tens){  
     int dig=(n/tens)%10;  
     int rest=n%tens;  
     k--;  
     for(i=0;i<10;i++){  
       d[i]=d[i]+((dig*(tens/10)*k));  
     }  
     for(i=0;i<dig;i++){  
       d[i]=d[i]+tens;  
     }  
     d[dig]+=(rest+1);  
     tens/=10;  
   }  
   d[0]=d[0]-ones;  
   return d;  
 }  
 int main(){  
   int n=9999;  
   int *dig,i;  
   dig=getDigitCount(n);  
   for(i=0;i<10;i++){  
     printf("%d\n",dig[i]);  
   }  
   return 0;  
 }  
Read full article from Given a positive integer n, find the count of each digit appearing in the integers from 1 to n | CODING INTERVIEW ARCHIVES

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