A minimum path through a cost grid combines optimal results from above and left when movement is restricted to right or down..
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 | #include <stdio.h> #include <vector> #include <algorithm> #include <stdexcept> #include <cstdint> #include <limits> // Minimum Grid Path Sum in C++ // // PURPOSE // A minimum path through a cost grid combines optimal results from above and left when // movement is restricted to right or down. // // METHOD // Use one row of cumulative costs. Initialize the first row and column, then add each cell // cost to the cheaper predecessor. // // COMPLEXITY // O(rows * cols) time, O(cols) auxiliary space. // // CONTRACT // rows,cols>=1. grid is a flattened matrix of nonnegative costs. All sums must fit signed // 32-bit. // Public APIs infer array lengths except in C, which accepts pointer/length pairs. Vertex // counts and matrix dimensions remain explicit. Arrays must contain signed 32-bit integers. // Sorted order, correct tree topology, and caller-owned data-structure invariants are // preconditions; checking them on every query would change query complexity. // Scalar and shape checks are included. Value-range checks are included where needed to // prevent invalid indexing or nontermination. Allocation sizes are capped at 4,000,000 // workspace entries. Arithmetic outside Python raises an error on 32-bit overflow; Python // uses arbitrary precision. Native allocation failures propagate. In-place outputs may be // partly updated after arithmetic failure. These are single-threaded, in-memory // implementations. // // LANGUAGE DETAILS // C++17: const vector references for inputs, mutable references for outputs, RAII workspace, // standard lower_bound for LIS. Invalid inputs throw invalid_argument; overflow throws // overflow_error; allocation failure propagates bad_alloc. // // EXAMPLE // Expected return: 7. // Run: g++ -std=c++17 -O2 example.cpp -o example && ./example // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. static int alg_min(int a, int b) { return a < b ? a : b; } static int alg_max(int a, int b) { return a > b ? a : b; } static void alg_require(bool valid) { if (!valid) throw std::invalid_argument("invalid algorithm input"); } static int alg_checked(int64_t v) { if (v < INT32_MIN || v > INT32_MAX) throw std::overflow_error("32-bit result overflow"); return (int)v; } static int alg_add(int a,int b) { return alg_checked((int64_t)a+b); } static int alg_sub(int a,int b) { return alg_checked((int64_t)a-b); } static int alg_mul(int a,int b) { return alg_checked((int64_t)a*b); } static size_t alg_size(int n) { alg_require(n>=0 && n<=4000000); return (size_t)n; } int minimum_path_sum(const std::vector<int>& grid, int rows, int cols) { alg_require(grid.size() <= 1000000); alg_require(((int)grid.size() == alg_mul(rows, cols))); alg_require(((rows >= 1) && (cols >= 1) && (rows <= 1000000) && (cols <= 1000000))); std::vector<int> dp(alg_size(cols), 0); int r = 0; int c = 0; while ((r < rows)) { c = 0; while ((c < cols)) { if (((r == 0) && (c == 0))) { dp[c] = grid[0]; } else { if ((r == 0)) { dp[c] = alg_add(dp[alg_sub(c, 1)], grid[c]); } else { if ((c == 0)) { dp[c] = alg_add(dp[c], grid[alg_mul(r, cols)]); } else { dp[c] = alg_add(alg_min(dp[c], dp[alg_sub(c, 1)]), grid[alg_add(alg_mul(r, cols), c)]); } } } c = alg_add(c, 1); } r = alg_add(r, 1); } return dp[alg_sub(cols, 1)]; } int main(void) { std::vector<int> grid = {1, 3, 1, 1, 5, 1, 4, 2, 1}; int rows = 3; int cols = 3; int result = minimum_path_sum(grid, rows, cols); printf("%d\n", result); return 0; } |