如何解决python中的数组问题？

Question

假设有一个 5x5 的网格阵列，仅由 1 和 0 组成（1 是船，0 是水）。我们有炸弹的位置（1x1）和它的爆炸半径。如果必须确定有多少艘船被摧毁？

我尝试使用 if-else 解决此问题，它显示半径 = 1 的正确答案，但半径 = 2 的错误答案。如果有人有更小的代码，那就太好了。

grid = np.array([[0,1,1,0,1],[0,0,1,1,1],[1,1,1,0,0],[1,0,0,1,1],[0,0,0,1,0]])
bomb_coordinate = grid[1][1]
radius = 1
ship_count = 0
a, b = 1,1

if a==0:
    if b == 0:
        for i in range(a, a+radius+1):
            for j in range(b, b+radius+1):
                if grid[i][j] == 1:
                    ship_count += 1
    elif b == 4:
        for i in range(a , a+radius+1):
            for j in range(b-radius, b+1):
                if grid[i][j] == 1:
                    ship_count += 1
    else:
        for i in range(a, a+radius+1):
            for j in range(b-radius, b+radius+1):
                if grid[i][j] == 1:
                    ship_count +=1
elif a == 4:
    if b == 0:
        for i in range(a-radius, a+1):
            for j in range(b, b+radius+1):
                if grid[i][j] == 1:
                    ship_count += 1
    elif b == 4:
        for i in range(a-radius , a+1):
            for j in range(b-radius, b+1):
                if grid[i][j] == 1:
                    ship_count += 1
    else:
        for i in range(a-radius, a+1):
            for j in range(b-radius, b+radius+1):
                if grid[i][j] == 1:
                    ship_count +=1
else:
    if b == 0:
        for i in range(a-radius, a+radius+1):
            for j in range(b, b+radius+1):
                if grid[i][j] == 1:
                    ship_count += 1
    elif b == 4:
        for i in range(a-radius , a+radius+1):
            for j in range(b-radius, b+1):
                if grid[i][j] == 1:
                    ship_count += 1
    else:
        for i in range(a-radius, a+radius+1):
            for j in range(b-radius, b+radius+1):
                if grid[i][j] == 1:
                    ship_count +=1

Answer 1

我得到了答案，它缩短了我的代码并给出了完美的答案。

'''

grid = np.array([[0,1,1,0,1],[0,0,1,1,1],[1,1,1,0,0],[1,0,0,1,1],[0,0,0,1,0]])

new_grid = np.pad(grid, pad_width = 1, mode = 'constant', constant_values = 0)

radius = 1

bomb_coordinate = new_grid[1+radius][1+radius]

ship_count = 0

a, b = 1 + radius, 1+radius

for i in range(a-radius, a+radius+1):
    for j in range(b-radius, b+radius+1):
        if new_grid[i][j] == 1:
            ship_count += 1

'''

在这里，numpy 库中的填充函数发挥了神奇的作用。