要解决这个问题,我们需要找到通过翻转子数组后可能获得的最大子数组和。通过以下步骤来实现:
- 计算原始数组的最大子数组和:使用 Kadane 算法来找到原始数组中的最大子数组和。
- 计算翻转每个可能的子数组后的最大子数组和:对于每个可能的子数组,我们翻转它并再次使用 Kadane 算法来找到翻转后的数组中的最大子数组和。
- 比较并找到最大值:比较原始数组和所有翻转子数组后的最大子数组和,取最大值作为最终结果
`def solution(N, data_array): def kadane(arr): max_ending_here = max_so_far = arr[0] for x in arr[1:]: max_ending_here = max(x, max_ending_here + x) max_so_far = max(max_so_far, max_ending_here) return max_so_far max_sum = kadane(data_array) for i in range(N): for j in range(i, N): # Flip the subarray from index i to j flipped_subarray = data_array[:i] + data_array[i:j+1][::-1] + data_array[j+1:] # Calculate the maximum subarray sum of the flipped subarray max_sum = max(max_sum, kadane(flipped_subarray))
return max_sum
if name == "main": # Test cases print(solution(5, [1, 2, 3, -1, 4]) == 10) print(solution(4, [-3, -1, -2, 3]) == 3) print(solution(3, [-1, -2, -3]) == -1) print(solution(6, [-5, -9, 6, 7, -6, 2]) == 15) print(solution(7, [-8, -1, -2, -3, 4, -5, 6]) == 10) array1 = [-85, -11, 92, 6, 49, -76, 28, -16, 3, -29, 26, 37, 86, 3, 25, -43, -36, -27, 45, 87, 91, 58, -15, 91, 5, 99, 40, 68, 54, -95, 66, 49, 74, 9, 24, -84, 12, -23, -92, -47, 5, 91, -79, 94, 61, -54, -71, -36, 31, 97, 64, -14, -16, 48, -79, -70, 54, -94, 48, 37, 47, -58, 6, 62, 19, 8, 32, 65, -81, -27, 14, -18, -34, -64, -97, -21, -76, 51, 0, -79, -22, -78, -95, -90, 4, 82, -79, -85, -64, -79, 63, 49, 21, 97, 47, 16, 61, -46, 54, 44] print(solution(100, array1) == 1348)``