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| 1 | +/** |
| 2 | + * Find two disjoint (non-overlapping) subsequences in an array with maximum |
| 3 | + * difference. |
| 4 | + * |
| 5 | + * Tags: Array |
| 6 | + */ |
| 7 | +class MaxSubseqDifferenceNoOverlap { |
| 8 | + public static void main(String[] args) { |
| 9 | + |
| 10 | + } |
| 11 | + |
| 12 | + /** |
| 13 | + * |
| 14 | + */ |
| 15 | + public int MaxSubseqDifferenceNoOverlap(int[] A) { |
| 16 | + int[] finalMax = null; |
| 17 | + int[] finalMin = null; |
| 18 | + Integer maxDiff = null; // use Integer to determine whether it's set |
| 19 | + for (int i = 0; i < A.length; i++) { |
| 20 | + int[] preMax = maxKadane(A, 0, i); // left max |
| 21 | + int[] postMin = minKadane(A, i, A.length); // right min |
| 22 | + int[] preMin = minKadane(A, 0 ,i); // left min |
| 23 | + int[] postMax = maxKadane(A, i, A.length); // right max |
| 24 | + |
| 25 | + int diff1 = sum(A, preMax) - sum(A, postMin); |
| 26 | + int diff2 = sum(A, postMax) - sum(A, preMin); |
| 27 | + if (diff1 > diff2) { |
| 28 | + // if maxDiff not set or diff1 is bigger |
| 29 | + if (maxDiff == null || diff1 > maxDiff) { // update maxDiff |
| 30 | + maxDiff = diff1; |
| 31 | + finalMax = preMax; |
| 32 | + finalMin = postMin; |
| 33 | + } |
| 34 | + } else { |
| 35 | + if (maxDiff == null || diff2 > maxDiff) { |
| 36 | + maxDiff = diff2; |
| 37 | + finalMax = postMax; |
| 38 | + finalMin = preMin; |
| 39 | + } |
| 40 | + } |
| 41 | + } |
| 42 | + return maxDiff; |
| 43 | + } |
| 44 | + |
| 45 | + /** |
| 46 | + * |
| 47 | + */ |
| 48 | + private int[] maxKadane(int[] A, int s, int e) { |
| 49 | + int beginTemp = s; |
| 50 | + int begin = s; |
| 51 | + int end = s; |
| 52 | + int maxSoFar = A[s]; |
| 53 | + int maxEndingHere = A[s]; |
| 54 | + |
| 55 | + for (int i = 1; i < e; i++) { |
| 56 | + if (maxEndingHere < 0) { |
| 57 | + maxEndingHere = A[i]; |
| 58 | + beginTemp = i; |
| 59 | + } |
| 60 | + else maxEndingHere += A[i]; |
| 61 | + |
| 62 | + if (maxEndingHere >= maxSoFar) { |
| 63 | + maxSoFar = maxEndingHere; |
| 64 | + begin = beginTemp; |
| 65 | + end = i; |
| 66 | + } |
| 67 | + } |
| 68 | + |
| 69 | + return new int[]{begin, end}; |
| 70 | + } |
| 71 | + |
| 72 | + /** |
| 73 | + * Modification of |
| 74 | + */ |
| 75 | + private int[] minKadane(int[] A, int s, int e) { |
| 76 | + int beginTemp = s; |
| 77 | + int begin = s; |
| 78 | + int end = s; |
| 79 | + int minSoFar = A[s]; |
| 80 | + int minEndingHere = A[s]; |
| 81 | + |
| 82 | + for (int i = 1; i < e; i++) { |
| 83 | + if (minEndingHere > 0) { |
| 84 | + minEndingHere = A[i]; |
| 85 | + beginTemp = i; |
| 86 | + } |
| 87 | + else minEndingHere += A[i]; |
| 88 | + |
| 89 | + if (minEndingHere <= minSoFar) { |
| 90 | + minSoFar = minEndingHere; |
| 91 | + begin = beginTemp; |
| 92 | + end = i; |
| 93 | + } |
| 94 | + } |
| 95 | + |
| 96 | + return new int[]{begin, end}; |
| 97 | + } |
| 98 | + |
| 99 | + private int sum(int[] A, int[] range) { |
| 100 | + int sum = 0; |
| 101 | + for (int i = range[0]; i <= range[1]; i++) { |
| 102 | + sum += A[i]; |
| 103 | + } |
| 104 | + return sum; |
| 105 | + } |
| 106 | +} |
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