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 | // Minimum Grid Path Sum in Java // // 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 // Java 17+: primitive int arrays, Arrays.binarySearch for LIS, and Math exact arithmetic. // Invalid input throws IllegalArgumentException; arithmetic overflow throws // ArithmeticException. // // EXAMPLE // Expected return: 7. // Run: javac AlgorithmExample.java && java AlgorithmExample // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. class AlgorithmExample { static void alg_require(boolean valid) { if (!valid) throw new IllegalArgumentException("invalid algorithm input"); } static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; } static int minimum_path_sum(int[] grid, int rows, int cols) { java.util.Objects.requireNonNull(grid, "grid"); alg_require((grid.length == Math.multiplyExact(rows, cols))); alg_require(((rows >= 1) && (cols >= 1) && (rows <= 1000000) && (cols <= 1000000))); int[] dp = new int[alg_size(cols)]; 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] = Math.addExact(dp[Math.subtractExact(c, 1)], grid[c]); } else { if ((c == 0)) { dp[c] = Math.addExact(dp[c], grid[Math.multiplyExact(r, cols)]); } else { dp[c] = Math.addExact(Math.min(dp[c], dp[Math.subtractExact(c, 1)]), grid[Math.addExact(Math.multiplyExact(r, cols), c)]); } } } c = Math.addExact(c, 1); } r = Math.addExact(r, 1); } return dp[Math.subtractExact(cols, 1)]; } public static void main(String[] args) { int[] grid = new int[] {1, 3, 1, 1, 5, 1, 4, 2, 1}; int rows = 3; int cols = 3; int result = minimum_path_sum(grid, rows, cols); System.out.println(result); } } |