Largest Product in a Series
The four adjacent digits in the 1000-digit number that have the greatest product are 9 × 9 × 8 × 9 = 5832.
73167176531330624919225119674426574742355349194934 96983520312774506326239578318016984801869478851843 85861560789112949495459501737958331952853208805511 12540698747158523863050715693290963295227443043557 66896648950445244523161731856403098711121722383113 62229893423380308135336276614282806444486645238749 30358907296290491560440772390713810515859307960866 70172427121883998797908792274921901699720888093776 65727333001053367881220235421809751254540594752243 52584907711670556013604839586446706324415722155397 53697817977846174064955149290862569321978468622482 83972241375657056057490261407972968652414535100474 82166370484403199890008895243450658541227588666881 16427171479924442928230863465674813919123162824586 17866458359124566529476545682848912883142607690042 24219022671055626321111109370544217506941658960408 07198403850962455444362981230987879927244284909188 84580156166097919133875499200524063689912560717606 05886116467109405077541002256983155200055935729725 71636269561882670428252483600823257530420752963450
Find the thirteen adjacent digits in the 1000-digit number that have the greatest product. What is the value of this product?
Implementations
// https://projecteuler.net/problem=8
// Answer: 23514624000
// The four adjacent digits in the 1000-digit number that have the// greatest product are 9 × 9 × 8 × 9 = 5832.//// 73167176531330624919225119674426574742355349194934// 96983520312774506326239578318016984801869478851843// 85861560789112949495459501737958331952853208805511// 12540698747158523863050715693290963295227443043557// 66896648950445244523161731856403098711121722383113// 62229893423380308135336276614282806444486645238749// 30358907296290491560440772390713810515859307960866// 70172427121883998797908792274921901699720888093776// 65727333001053367881220235421809751254540594752243// 52584907711670556013604839586446706324415722155397// 53697817977846174064955149290862569321978468622482// 83972241375657056057490261407972968652414535100474// 82166370484403199890008895243450658541227588666881// 16427171479924442928230863465674813919123162824586// 17866458359124566529476545682848912883142607690042// 24219022671055626321111109370544217506941658960408// 07198403850962455444362981230987879927244284909188// 84580156166097919133875499200524063689912560717606// 05886116467109405077541002256983155200055935729725// 71636269561882670428252483600823257530420752963450
// Find the thirteen adjacent digits in the 1000-digit number that// have the greatest product. What is the value of this product?
#include <iostream>#include <cstdint>
#include "simple_timer.h"
static const int digits[] ={7,3,1,6,7,1,7,6,5,3,1,3,3,0,6,2,4,9,1,9,2,2,5,1,1,9,6,7,4,4,2,6,5,7,4,7,4,2,3,5,5,3,4,9,1,9,4,9,3,4,9,6,9,8,3,5,2,0,3,1,2,7,7,4,5,0,6,3,2,6,2,3,9,5,7,8,3,1,8,0,1,6,9,8,4,8,0,1,8,6,9,4,7,8,8,5,1,8,4,3,8,5,8,6,1,5,6,0,7,8,9,1,1,2,9,4,9,4,9,5,4,5,9,5,0,1,7,3,7,9,5,8,3,3,1,9,5,2,8,5,3,2,0,8,8,0,5,5,1,1,1,2,5,4,0,6,9,8,7,4,7,1,5,8,5,2,3,8,6,3,0,5,0,7,1,5,6,9,3,2,9,0,9,6,3,2,9,5,2,2,7,4,4,3,0,4,3,5,5,7,6,6,8,9,6,6,4,8,9,5,0,4,4,5,2,4,4,5,2,3,1,6,1,7,3,1,8,5,6,4,0,3,0,9,8,7,1,1,1,2,1,7,2,2,3,8,3,1,1,3,6,2,2,2,9,8,9,3,4,2,3,3,8,0,3,0,8,1,3,5,3,3,6,2,7,6,6,1,4,2,8,2,8,0,6,4,4,4,4,8,6,6,4,5,2,3,8,7,4,9,3,0,3,5,8,9,0,7,2,9,6,2,9,0,4,9,1,5,6,0,4,4,0,7,7,2,3,9,0,7,1,3,8,1,0,5,1,5,8,5,9,3,0,7,9,6,0,8,6,6,7,0,1,7,2,4,2,7,1,2,1,8,8,3,9,9,8,7,9,7,9,0,8,7,9,2,2,7,4,9,2,1,9,0,1,6,9,9,7,2,0,8,8,8,0,9,3,7,7,6,6,5,7,2,7,3,3,3,0,0,1,0,5,3,3,6,7,8,8,1,2,2,0,2,3,5,4,2,1,8,0,9,7,5,1,2,5,4,5,4,0,5,9,4,7,5,2,2,4,3,5,2,5,8,4,9,0,7,7,1,1,6,7,0,5,5,6,0,1,3,6,0,4,8,3,9,5,8,6,4,4,6,7,0,6,3,2,4,4,1,5,7,2,2,1,5,5,3,9,7,5,3,6,9,7,8,1,7,9,7,7,8,4,6,1,7,4,0,6,4,9,5,5,1,4,9,2,9,0,8,6,2,5,6,9,3,2,1,9,7,8,4,6,8,6,2,2,4,8,2,8,3,9,7,2,2,4,1,3,7,5,6,5,7,0,5,6,0,5,7,4,9,0,2,6,1,4,0,7,9,7,2,9,6,8,6,5,2,4,1,4,5,3,5,1,0,0,4,7,4,8,2,1,6,6,3,7,0,4,8,4,4,0,3,1,9,9,8,9,0,0,0,8,8,9,5,2,4,3,4,5,0,6,5,8,5,4,1,2,2,7,5,8,8,6,6,6,8,8,1,1,6,4,2,7,1,7,1,4,7,9,9,2,4,4,4,2,9,2,8,2,3,0,8,6,3,4,6,5,6,7,4,8,1,3,9,1,9,1,2,3,1,6,2,8,2,4,5,8,6,1,7,8,6,6,4,5,8,3,5,9,1,2,4,5,6,6,5,2,9,4,7,6,5,4,5,6,8,2,8,4,8,9,1,2,8,8,3,1,4,2,6,0,7,6,9,0,0,4,2,2,4,2,1,9,0,2,2,6,7,1,0,5,5,6,2,6,3,2,1,1,1,1,1,0,9,3,7,0,5,4,4,2,1,7,5,0,6,9,4,1,6,5,8,9,6,0,4,0,8,0,7,1,9,8,4,0,3,8,5,0,9,6,2,4,5,5,4,4,4,3,6,2,9,8,1,2,3,0,9,8,7,8,7,9,9,2,7,2,4,4,2,8,4,9,0,9,1,8,8,8,4,5,8,0,1,5,6,1,6,6,0,9,7,9,1,9,1,3,3,8,7,5,4,9,9,2,0,0,5,2,4,0,6,3,6,8,9,9,1,2,5,6,0,7,1,7,6,0,6,0,5,8,8,6,1,1,6,4,6,7,1,0,9,4,0,5,0,7,7,5,4,1,0,0,2,2,5,6,9,8,3,1,5,5,2,0,0,0,5,5,9,3,5,7,2,9,7,2,5,7,1,6,3,6,2,6,9,5,6,1,8,8,2,6,7,0,4,2,8,2,5,2,4,8,3,6,0,0,8,2,3,2,5,7,5,3,0,4,2,0,7,5,2,9,6,3,4,5,0,-1};
template <int len> uint64_t largest_product_opt(){ int idx = 0; uint64_t answer = 0;
while( -1 != digits[idx+len] ) { uint64_t tmp = 1; for( int i = 0 ; i < len ; i++ ){ tmp *= digits[idx+i]; }
answer = std::max(tmp,answer); idx++; } return answer;}
template <> uint64_t largest_product_opt<4>(){ int idx = 0; uint64_t answer = 0;
while( -1 != digits[idx+4] ) { answer = std::max(((uint64_t)digits[idx] * digits[idx+1] * digits[idx+2] * digits[idx+3]),answer); idx++; }
return answer;}
template <> uint64_t largest_product_opt<13>(){ int idx = 0; uint64_t answer = 0;
while( -1 != digits[idx+13] ) { answer = std::max(((uint64_t)digits[idx] * digits[idx+1] * digits[idx+2] * digits[idx+3] * digits[idx+4] * digits[idx+5] * digits[idx+6] * digits[idx+7] * digits[idx+8] * digits[idx+9] * digits[idx+10] * digits[idx+11] * digits[idx+12]),answer); idx++; }
return answer;}
uint64_t largest_product_brute(int len){ int idx = 0; uint64_t answer = 0;
while( -1 != digits[idx+len] ) { uint64_t tmp = 1; for( int i = 0 ; i < len ; i++ ){ tmp *= digits[idx+i]; }
answer = std::max(tmp,answer); idx++; } return answer;}
#if ! defined UNITTEST_MODEint main(int argc, char const *argv[]){ { simple_timer x("largest_product_brute", true); std::cout << "Answer: " << largest_product_brute(13) << std::endl; } { simple_timer x("largest_product_opt", true); std::cout << "Answer: " << largest_product_opt<13>() << std::endl; } return 0;}#endifSolution Notes
Mathematical Background
This problem involves finding the maximum product of k consecutive digits in a large decimal number. The sliding window technique is naturally suited for this task, where we maintain a window of 13 digits and compute their product while sliding through the entire number.
The product of digits ranges from 0 (if any digit is 0) to very large numbers (when all digits are 9). Since we’re dealing with 13 digits, the maximum possible product is 9¹³ ≈ 2.54 × 10¹², which fits within 64-bit integers in most programming languages.
Algorithm Analysis
The implementations use a sliding window approach:
Basic approach: For each position i from 0 to len-13, compute the product of digits[i..i+12] and track the maximum.
Optimized approach: Skip windows containing zeros, as any zero makes the product zero (demonstrated in the Go implementation).
Template specialization: C++ uses template specialization for fixed-size windows, unrolling the multiplication for better performance.
Time complexity is O(n × k) where n ≈ 1000 and k = 13, making it effectively O(n). Space complexity is O(1) additional space beyond storing the input.
Key Insights
- Any window containing a zero has product zero, so it can be skipped
- The optimal window is likely to contain mostly 9s and 8s
- String-to-integer conversion is needed in most languages
- Large products require appropriate integer types (BigInteger in Java, u64 in Rust)
- The sliding window pattern is fundamental for substring/array problems
- Performance optimizations become important for larger window sizes
Educational Value
This problem teaches essential programming concepts:
- Sliding window algorithms and their applications
- String processing and digit manipulation
- Handling large numbers and overflow considerations
- Optimization techniques (skipping zeros, early termination)
- The importance of understanding problem constraints
- Balancing code readability with performance
- How to approach problems with large datasets efficiently