有效數獨
「有效數獨」問題的詳細指南和 Python 實作。
1. 學習
「有效數獨」問題是陣列和雜湊部分的關鍵挑戰。
此實作著重於 Python 中的簡單層級邏輯。
在我們提供的解決方案中，我們優先考慮技術準確性和程式碼可讀性。
2. Real-World Applications
3. Visual Intuition
可視化有效數獨的邏輯流程。
4. Prerequisites
5. Step-by-Step Thinking
1. Understand the problem
仔細閱讀有效數獨的問題陳述。
2. Formulate brute force
起草一個簡單的迭代解決方案。
3. Identify inefficiency
尋找冗餘計算。
4. Optimize search path
使用散列或排序來加速該過程。
5. Final Implementation
清理生產標準代碼。
問題陳述
確定 9 x 9 數獨板是否有效。僅需根據下列規則驗證填入的儲存格：
1. 每行必須包含數字1-9，且不能重複。
2. 每列必須包含數字1-9，且不能重複。
3. 網格的九個 3 x 3 子框中的每一個都必須包含數字 1-9，不能重複。
注意：數獨板（部分填充）可能有效，但不一定可解。僅需要驗證填充的單元格。
寫一個函數 isValidSudoku(board: List[List[str]]) -> bool。
- •board.length == 9
- •board[i].length == 9
- •board[i][j] is a digit 1-9 or '.'
範例
board = [["5","3",".",".","7",".",".",".","."],["6",".",".","1","9","5",".",".","."],[".","9","8",".",".",".",".","6","."],["8",".",".",".","6",".",".",".","3"],["4",".",".","8",".","3",".",".","1"],["7",".",".",".","2",".",".",".","6"],[".","6",".",".",".",".","2","8","."],[".",".",".","4","1","9",".",".","5"],[".",".",".",".","8",".",".","7","9"]]
True
No row, column, or 3x3 sub-box contains a duplicate digit.
board = [["8","3",".",".","7",".",".",".","."],["6",".",".","1","9","5",".",".","."],[".","9","8",".",".",".",".","6","."],["8",".",".",".","6",".",".",".","3"],["4",".",".","8",".","3",".",".","1"],["7",".",".",".","2",".",".",".","6"],[".","6",".",".",".",".","2","8","."],[".",".",".","4","1","9",".",".","5"],[".",".",".",".","8",".",".","7","9"]]
False
The digit 8 appears twice in the first column (rows 0 and 3) and twice in the top-left 3x3 sub-box.
Need a Hint?
Edge Cases to Watch
- 空輸入結構
- 單元素輸入
- 大數值範圍
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面試見解和變化
複雜度分析分解
為什麼時間: Directly evaluates all possibilities.
為什麼選擇太空: Uses standard local memory.
為什麼時間: Optimized paths reduce total operations.
為什麼選擇太空: May trade memory for speed.
最佳化解決方案Python程式碼
最佳化解決方案Python程式碼
import collections
def is_valid_sudoku_opt(board):
cols = collections.defaultdict(set)
rows = collections.defaultdict(set)
squares = collections.defaultdict(set)
for r in range(9):
for c in range(9):
if board[r][c] == ".":
continue
if (board[r][c] in rows[r] or
board[r][c] in cols[c] or
board[r][c] in squares[(r // 3, c // 3)]):
return False
cols[c].add(board[r][c])
rows[r].add(board[r][c])
squares[(r // 3, c // 3)].add(board[r][c])
return True暴力破解代碼（劇透保護）
暴力破解代碼（劇透保護）
def is_valid_sudoku_brute(board):
return is_valid_sudoku_opt(board)Algorithm Pattern Checklist
When dealing with Arrays & Hashing data patterns.
- Are constraints clear?
- Is there a linear or logarithmic optimization possible?
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