Donat un nombre enter n la tasca és trobar-ho tot solucions diferents al problema de n-reines on n les reines es col·loquen sobre un n * n tauler d'escacs de manera que no hi ha dues reines que es puguin atacar mútuament.
Nota: Cada solució és una configuració única de n reines representades com una permutació de [123....n] . El número a la i th La posició indica la fila de la dama a la i th columna. Per exemple [3142] mostra un d'aquests dissenys.
10 a la potència de 6
Exemple:
Entrada: n = 4
Sortida: [2 4 1 3] [3 1 4 2]![]()
Explicació: Aquestes són les 2 solucions possibles.Entrada: n = 2
Sortida: []
Explicació: No hi ha solució, ja que les reines es poden atacar entre elles en totes les configuracions possibles.java concatenar cadenes
Taula de continguts
- [Enfocament ingenu] mitjançant la generació de totes les permutacions mitjançant la recursió
- [Enfocament esperat] Ús de la marxa enrere amb la poda
- [Enfocament alternatiu] Retrocés mitjançant l'emmascarament de bits
[Enfocament ingenu] - Ús de la recursència - O(n! * n) Temps i O (n) Espai
Una idea senzilla per resoldre el Problema de N-Queens és generar totes les permutacions possibles de [1 2 3 ... n] i després comproveu si representa una configuració N-Queens vàlida. Ja que cada reina ha d'estar en una fila i una columna diferents utilitzant permutacions automàticament té cura d'aquestes regles. Però encara hem de comprovar que no hi hagi dues reines a la mateixa diagonal.
A continuació es dóna el implementació:
C++//C++ program to find all solution of N queen problem //using recursion #include #include #include using namespace std; // Function to check if the current placement is safe bool isSafe(vector<int>& board int currRow int currCol) { // Check all previously placed queens for(int i = 0; i < board.size(); ++i) { int placedRow = board[i]; // Columns are 1-based int placedCol = i + 1; // Check if the queen is on the same diagonal if(abs(placedRow - currRow) == abs(placedCol - currCol)) { return false; // Not safe } } // Safe to place the queen return true; } // Recursive function to generate all possible permutations void nQueenUtil(int col int n vector<int>& board vector<vector<int>>& res vector<bool>& visited) { // If all queens are placed add into res if(col > n) { res.push_back(board); return; } // Try placing a queen in each row // of the current column for(int row = 1; row <= n; ++row) { // Check if the row is already used if(!visited[row]) { // Check if it's safe to place the queen if(isSafe(board row col)) { // Mark the row as used visited[row] = true; // Place the queen board.push_back(row); // Recur to place the next queen nQueenUtil(col + 1 n board res visited); // Backtrack: remove the queen board.pop_back(); // Unmark row visited[row] = false; } } } } // Main function to find all distinct // res to the n-queens puzzle vector<vector<int>> nQueen(int n) { vector<vector<int>> res; // Current board configuration vector<int> board; // Track used rows vector<bool> visited(n + 1 false); // Start solving from the first column nQueenUtil(1 n board res visited); return res; } int main() { int n = 4; vector<vector<int>> res = nQueen(n); for(int i = 0;i < res.size(); i++) { cout << '['; for(int j = 0; j < n; ++j) { cout << res[i][j]; if(j != n - 1) cout << ' '; } cout << ']n'; } return 0; }
Java //Java program to find all solution of N queen problem //using recursion import java.util.ArrayList; class GfG { // Check if placement is safe static boolean isSafe(ArrayList<Integer> board int currRow int currCol) { for(int i = 0; i < board.size(); i++) { int placedRow = board.get(i); int placedCol = i + 1; // Check diagonals if(Math.abs(placedRow - currRow) == Math.abs(placedCol - currCol)) { return false; // Not safe } } return true; // Safe to place } // Recursive utility to solve static void nQueenUtil(int col int n ArrayList<Integer> board ArrayList<ArrayList<Integer>> res boolean[] visited) { // If all queens placed add to res if(col > n) { res.add(new ArrayList<>(board)); return; } // Try each row in column for(int row = 1; row <= n; row++) { // If row not used if(!visited[row]) { // Check safety if(isSafe(board row col)) { // Mark row visited[row] = true; // Place queen board.add(row); // Recur for next column nQueenUtil(col + 1 n board res visited); // Backtrack board.remove(board.size()-1); visited[row] = false; } } } } // Function to solve N-Queen static ArrayList<ArrayList<Integer>> nQueen(int n) { ArrayList<ArrayList<Integer>> res = new ArrayList<>(); ArrayList<Integer> board = new ArrayList<>(); boolean[] visited = new boolean[n +1]; nQueenUtil(1 n board res visited); return res; } public static void main(String[] args) { int n = 4; ArrayList<ArrayList<Integer>> res = nQueen(n); for(ArrayList<Integer> row : res) { System.out.print('['); for(int i = 0; i < row.size(); i++) { System.out.print(row.get(i)); if(i != row.size()-1) System.out.print(' '); } System.out.println(']'); } } }
Python #Python program to find all solution of N queen problem #using recursion # Function to check if placement is safe def isSafe(board currRow currCol): for i in range(len(board)): placedRow = board[i] placedCol = i + 1 # Check diagonals if abs(placedRow - currRow) == abs(placedCol - currCol): return False # Not safe return True # Safe to place # Recursive utility to solve N-Queens def nQueenUtil(col n board res visited): # If all queens placed add to res if col > n: res.append(board.copy()) return # Try each row in column for row in range(1 n+1): # If row not used if not visited[row]: # Check safety if isSafe(board row col): # Mark row visited[row] = True # Place queen board.append(row) # Recur for next column nQueenUtil(col+1 n board res visited) # Backtrack board.pop() visited[row] = False # Main N-Queen solver def nQueen(n): res = [] board = [] visited = [False] * (n + 1) nQueenUtil(1 n board res visited) return res if __name__ == '__main__': n = 4 res = nQueen(n) for row in res: print(row)
C# //C# program to find all solution of N queen problem //using recursion using System; using System.Collections.Generic; class GfG { // Check if placement is safe static bool isSafe(List<int> board int currRow int currCol){ for (int i = 0; i < board.Count; i++) { int placedRow = board[i]; int placedCol = i + 1; // Check diagonals if (Math.Abs(placedRow - currRow) == Math.Abs(placedCol - currCol)) { return false; // Not safe } } return true; // Safe to place } // Recursive utility to solve static void nQueenUtil(int col int n List<int> board List<List<int> > res bool[] visited){ // If all queens placed add to res if (col > n) { res.Add(new List<int>(board)); return; } // Try each row in column for (int row = 1; row <= n; row++) { // If row not used if (!visited[row]) { // Check safety if (isSafe(board row col)) { // Mark row visited[row] = true; // Place queen board.Add(row); // Recur for next column nQueenUtil(col + 1 n board res visited); // Backtrack board.RemoveAt(board.Count - 1); visited[row] = false; } } } } // Main N-Queen solver static List<List<int>> nQueen(int n){ List<List<int> > res = new List<List<int> >(); List<int> board = new List<int>(); bool[] visited = new bool[n + 1]; nQueenUtil(1 n board res visited); return res; } static void Main(string[] args) { int n = 4; List<List<int>> res = nQueen(n); foreach (var temp in res) { Console.WriteLine('[' + String.Join(' ' temp) + ']'); } } }
JavaScript //JavaScript program to find all solution of N queen problem //using recursion // Function to check if placement is safe function isSafe(board currRow currCol){ for (let i = 0; i < board.length; i++) { let placedRow = board[i]; let placedCol = i + 1; // Check diagonals if (Math.abs(placedRow - currRow) === Math.abs(placedCol - currCol)) { return false; // Not safe } } return true; // Safe to place } // Recursive utility to solve N-Queens function nQueenUtil(col n board res visited){ // If all queens placed add to res if (col > n) { res.push([...board ]); return; } // Try each row in column for (let row = 1; row <= n; row++) { // If row not used if (!visited[row]) { // Check safety if (isSafe(board row col)) { // Mark row visited[row] = true; // Place queen board.push(row); // Recur for next column nQueenUtil(col + 1 n board res visited); // Backtrack board.pop(); visited[row] = false; } } } } // Main N-Queen solver function nQueen(n){ let res = []; let board = []; let visited = Array(n + 1).fill(false); nQueenUtil(1 n board res visited); return res; } // Driver code let n = 4; let res = nQueen(n); res.forEach(row => console.log(row));
Sortida
[2 4 1 3] [3 1 4 2]
Complexitat temporal: O(n!*n) n! per generar-ho tot permutacions i O(n) per a la validació de cada permutació.
Espai auxiliar: O(n)
[Enfocament esperat] - Ús de la marxa enrere amb la poda - O(n!) Temps i O(n) Espai
Per optimitzar l'enfocament anterior podem utilitzar retrocedir amb la poda . En lloc de generar totes les permutacions possibles, construïm la solució de manera incremental mentre fem això, ens podem assegurar a cada pas que la solució parcial segueixi sent vàlida. Si es produeix un conflicte, farem marxa enrere immediatament, això ajuda evitant innecessari càlculs .
Implementació pas a pas :
rom
- Comenceu des de la primera columna i proveu de col·locar una reina a cada fila.
- Conserveu matrius per fer un seguiment de quins files ja estan ocupats. De la mateixa manera per al seguiment major i diagonals menors ja estan ocupats.
- Si una reina col·locació conflictes amb les reines existents saltar això fila i retrocedir la reina per provar la següent possible fila (Poda i torna enrere durant el conflicte).
// C++ program to find all solution of N queen problem by // using backtracking and pruning #include #include #include using namespace std; // Utility function for solving the N-Queens // problem using backtracking. void nQueenUtil(int j int n vector<int> &board vector<bool> &rows vector<bool> &diag1 vector<bool> &diag2 vector<vector<int>> &res) { if (j > n) { // A solution is found res.push_back(board); return; } for (int i = 1; i <= n; ++i) { if (!rows[i] && !diag1[i + j] && !diag2[i - j + n]) { // Place queen rows[i] = diag1[i + j] = diag2[i - j + n] = true; board.push_back(i); // Recurse to the next column nQueenUtil(j + 1 n board rows diag1 diag2 res); // Remove queen (backtrack) board.pop_back(); rows[i] = diag1[i + j] = diag2[i - j + n] = false; } } } // Solves the N-Queens problem and returns // all valid configurations. vector<vector<int>> nQueen(int n) { vector<vector<int>> res; vector<int> board; // Rows occupied vector<bool> rows(n + 1 false); // Major diagonals (row + j) and Minor diagonals (row - col + n) vector<bool> diag1(2 * n + 1 false); vector<bool> diag2(2 * n + 1 false); // Start solving from the first column nQueenUtil(1 n board rows diag1 diag2 res); return res; } int main() { int n = 4; vector<vector<int>> res = nQueen(n); for (int i = 0; i < res.size(); i++) { cout << '['; for (int j = 0; j < n; ++j) { cout << res[i][j]; if (j != n - 1) cout << ' '; } cout << ']n'; } return 0; }
Java // Java program to find all solutions of the N-Queens problem // using backtracking and pruning import java.util.ArrayList; import java.util.List; class GfG { // Utility function for solving the N-Queens // problem using backtracking. static void nQueenUtil(int j int n ArrayList<Integer> board boolean[] rows boolean[] diag1 boolean[] diag2 ArrayList<ArrayList<Integer>> res) { if (j > n) { // A solution is found res.add(new ArrayList<>(board)); return; } for (int i = 1; i <= n; ++i) { if (!rows[i] && !diag1[i + j] && !diag2[i - j + n]) { // Place queen rows[i] = diag1[i + j] = diag2[i - j + n] = true; board.add(i); // Recurse to the next column nQueenUtil(j + 1 n board rows diag1 diag2 res); // Remove queen (backtrack) board.remove(board.size() - 1); rows[i] = diag1[i + j] = diag2[i - j + n] = false; } } } // Solves the N-Queens problem and returns // all valid configurations. static ArrayList<ArrayList<Integer>> nQueen(int n) { ArrayList<ArrayList<Integer>> res = new ArrayList<>(); ArrayList<Integer> board = new ArrayList<>(); // Rows occupied boolean[] rows = new boolean[n + 1]; // Major diagonals (row + j) and Minor diagonals (row - col + n) boolean[] diag1 = new boolean[2 * n + 1]; boolean[] diag2 = new boolean[2 * n + 1]; // Start solving from the first column nQueenUtil(1 n board rows diag1 diag2 res); return res; } public static void main(String[] args) { int n = 4; ArrayList<ArrayList<Integer>> res = nQueen(n); for (ArrayList<Integer> solution : res) { System.out.print('['); for (int i = 0; i < solution.size(); i++) { System.out.print(solution.get(i)); if (i != solution.size() - 1) { System.out.print(' '); } } System.out.println(']'); } } }
Python # Python program to find all solutions of the N-Queens problem # using backtracking and pruning def nQueenUtil(j n board rows diag1 diag2 res): if j > n: # A solution is found res.append(board[:]) return for i in range(1 n + 1): if not rows[i] and not diag1[i + j] and not diag2[i - j + n]: # Place queen rows[i] = diag1[i + j] = diag2[i - j + n] = True board.append(i) # Recurse to the next column nQueenUtil(j + 1 n board rows diag1 diag2 res) # Remove queen (backtrack) board.pop() rows[i] = diag1[i + j] = diag2[i - j + n] = False def nQueen(n): res = [] board = [] # Rows occupied rows = [False] * (n + 1) # Major diagonals (row + j) and Minor diagonals (row - col + n) diag1 = [False] * (2 * n + 1) diag2 = [False] * (2 * n + 1) # Start solving from the first column nQueenUtil(1 n board rows diag1 diag2 res) return res if __name__ == '__main__': n = 4 res = nQueen(n) for temp in res: print(temp)
C# // C# program to find all solutions of the N-Queens problem // using backtracking and pruning using System; using System.Collections.Generic; class GfG { // Utility function for solving the N-Queens // problem using backtracking. static void nQueenUtil(int j int n List<int> board bool[] rows bool[] diag1 bool[] diag2 List<List<int>> res) { if (j > n) { // A solution is found res.Add(new List<int>(board)); return; } for (int i = 1; i <= n; ++i) { if (!rows[i] && !diag1[i + j] && !diag2[i - j + n]) { // Place queen rows[i] = diag1[i + j] = diag2[i - j + n] = true; board.Add(i); // Recurse to the next column nQueenUtil(j + 1 n board rows diag1 diag2 res); // Remove queen (backtrack) board.RemoveAt(board.Count - 1); rows[i] = diag1[i + j] = diag2[i - j + n] = false; } } } // Solves the N-Queens problem and returns // all valid configurations. static List<List<int>> nQueen(int n) { List<List<int>> res = new List<List<int>>(); List<int> board = new List<int>(); // Rows occupied bool[] rows = new bool[n + 1]; // Major diagonals (row + j) and Minor diagonals (row - col + n) bool[] diag1 = new bool[2 * n + 1]; bool[] diag2 = new bool[2 * n + 1]; // Start solving from the first column nQueenUtil(1 n board rows diag1 diag2 res); return res; } static void Main(string[] args) { int n = 4; List<List<int>> res = nQueen(n); foreach (var temp in res) { Console.WriteLine('[' + String.Join(' ' temp) + ']'); } } }
JavaScript // JavaScript program to find all solutions of the N-Queens problem // using backtracking and pruning // Utility function for solving the N-Queens // problem using backtracking. function nQueenUtil(j n board rows diag1 diag2 res) { if (j > n) { // A solution is found res.push([...board]); return; } for (let i = 1; i <= n; ++i) { if (!rows[i] && !diag1[i + j] && !diag2[i - j + n]) { // Place queen rows[i] = diag1[i + j] = diag2[i - j + n] = true; board.push(i); // Recurse to the next column nQueenUtil(j + 1 n board rows diag1 diag2 res); // Remove queen (backtrack) board.pop(); rows[i] = diag1[i + j] = diag2[i - j + n] = false; } } } // Solves the N-Queens problem and returns // all valid configurations. function nQueen(n) { const res = []; const board = []; // Rows occupied const rows = Array(n + 1).fill(false); // Major diagonals (row + j) and Minor diagonals (row - col + n) const diag1 = Array(2 * n + 1).fill(false); const diag2 = Array(2 * n + 1).fill(false); // Start solving from the first column nQueenUtil(1 n board rows diag1 diag2 res); return res; } // Driver Code const n = 4; const res = nQueen(n); res.forEach(temp => console.log(temp));
Sortida
[2 4 1 3] [3 1 4 2]
Complexitat temporal: O(n!) Per generar-ho tot permutacions .
Espai auxiliar: O(n)
tostring en java
[Enfocament alternatiu]: retrocés mitjançant l'emmascarament de bits
Per optimitzar encara més el retrocés enfocament especialment per a valors més grans de n podem utilitzar emmascarament de bits per fer un seguiment eficient ocupat files i diagonals. Enmascarament de bits ens permet utilitzar nombres enters ( files ld rd ) per fer un seguiment de quines files i diagonals estan ocupades fent ús del ràpid operacions per bits per més ràpid càlculs. L'enfocament segueix sent el mateix que l'anterior.
A continuació es dóna el implementació:
C++//C++ program to find all solution of N queen problem //using recursion #include #include using namespace std; // Function to check if the current placement is safe bool isSafe(int row int col int rows int ld int rd int n) { return !((rows >> row) & 1) && !((ld >> (row + col)) & 1) && !((rd >> (row - col + n)) & 1); } // Recursive function to generate all possible permutations void nQueenUtil(int col int n vector<int>& board vector<vector<int>>& res int rows int ld int rd) { // If all queens are placed add into res if(col > n) { res.push_back(board); return; } // Try placing a queen in each row // of the current column for(int row = 1; row <= n; ++row) { // Check if it's safe to place the queen if(isSafe(row col rows ld rd n)) { // Place the queen board.push_back(row); // Recur to place the next queen nQueenUtil(col + 1 n board res rows | (1 << row) (ld | (1 << (row + col))) (rd | (1 << (row - col + n)))); // Backtrack: remove the queen board.pop_back(); } } } // Main function to find all distinct // res to the n-queens puzzle vector<vector<int>> nQueen(int n) { vector<vector<int>> res; // Current board configuration vector<int> board; // Start solving from the first column nQueenUtil(1 n board res 0 0 0); return res; } int main() { int n = 4; vector<vector<int>> res = nQueen(n); for(int i = 0;i < res.size(); i++) { cout << '['; for(int j = 0; j < n; ++j) { cout << res[i][j]; if(j != n - 1) cout << ' '; } cout << ']n'; } return 0; }
Java // Java program to find all solution of N queen problem // using recursion import java.util.*; class GfG { // Function to check if the current placement is safe static boolean isSafe(int row int col int rows int ld int rd int n) { return !(((rows >> row) & 1) == 1) && !(((ld >> (row + col)) & 1) == 1) && !(((rd >> (row - col + n)) & 1) == 1); } // Recursive function to generate all possible permutations static void nQueenUtil(int col int n ArrayList<Integer> board ArrayList<ArrayList<Integer>> res int rows int ld int rd) { // If all queens are placed add into res if (col > n) { res.add(new ArrayList<>(board)); return; } // Try placing a queen in each row // of the current column for (int row = 1; row <= n; ++row) { // Check if it's safe to place the queen if (isSafe(row col rows ld rd n)) { // Place the queen board.add(row); // Recur to place the next queen nQueenUtil(col + 1 n board res rows | (1 << row) (ld | (1 << (row + col))) (rd | (1 << (row - col + n)))); // Backtrack: remove the queen board.remove(board.size() - 1); } } } // Main function to find all distinct // res to the n-queens puzzle static ArrayList<ArrayList<Integer>> nQueen(int n) { ArrayList<ArrayList<Integer>> res = new ArrayList<>(); // Current board configuration ArrayList<Integer> board = new ArrayList<>(); // Start solving from the first column nQueenUtil(1 n board res 0 0 0); return res; } public static void main(String[] args) { int n = 4; ArrayList<ArrayList<Integer>> res = nQueen(n); for (ArrayList<Integer> solution : res) { System.out.print('['); for (int j = 0; j < n; ++j) { System.out.print(solution.get(j)); if (j != n - 1) System.out.print(' '); } System.out.println(']'); } } }
Python # Python program to find all solution of N queen problem # using recursion # Function to check if the current placement is safe def isSafe(row col rows ld rd n): return not ((rows >> row) & 1) and not ((ld >> (row + col)) & 1) and not ((rd >> (row - col + n)) & 1) # Recursive function to generate all possible permutations def nQueenUtil(col n board res rows ld rd): # If all queens are placed add into res if col > n: res.append(board[:]) return # Try placing a queen in each row # of the current column for row in range(1 n + 1): # Check if it's safe to place the queen if isSafe(row col rows ld rd n): # Place the queen board.append(row) # Recur to place the next queen nQueenUtil(col + 1 n board res rows | (1 << row) (ld | (1 << (row + col))) (rd | (1 << (row - col + n)))) # Backtrack: remove the queen board.pop() # Main function to find all distinct # res to the n-queens puzzle def nQueen(n): res = [] # Current board configuration board = [] # Start solving from the first column nQueenUtil(1 n board res 0 0 0) return res if __name__ == '__main__': n = 4 res = nQueen(n) for solution in res: print('[' end='') for j in range(n): print(solution[j] end='') if j != n - 1: print(' ' end='') print(']')
C# // C# program to find all solution of N queen problem // using recursion using System; using System.Collections.Generic; class GfG { // Function to check if the current placement is safe static bool isSafe(int row int col int rows int ld int rd int n) { return !(((rows >> row) & 1) == 1) && !(((ld >> (row + col)) & 1) == 1) && !(((rd >> (row - col + n)) & 1) == 1); } // Recursive function to generate all possible permutations static void nQueenUtil(int col int n List<int> board List<List<int>> res int rows int ld int rd) { // If all queens are placed add into res if (col > n) { res.Add(new List<int>(board)); return; } // Try placing a queen in each row // of the current column for (int row = 1; row <= n; ++row) { // Check if it's safe to place the queen if (isSafe(row col rows ld rd n)) { // Place the queen board.Add(row); // Recur to place the next queen nQueenUtil(col + 1 n board res rows | (1 << row) (ld | (1 << (row + col))) (rd | (1 << (row - col + n)))); // Backtrack: remove the queen board.RemoveAt(board.Count - 1); } } } // Main function to find all distinct // res to the n-queens puzzle static List<List<int>> nQueen(int n) { List<List<int>> res = new List<List<int>>(); // Current board configuration List<int> board = new List<int>(); // Start solving from the first column nQueenUtil(1 n board res 0 0 0); return res; } static void Main() { int n = 4; List<List<int>> res = nQueen(n); foreach (var solution in res) { Console.Write('['); for (int j = 0; j < n; ++j) { Console.Write(solution[j]); if (j != n - 1) Console.Write(' '); } Console.WriteLine(']'); } } }
JavaScript // JavaScript program to find all solution of N queen problem // using recursion // Function to check if the current placement is safe function isSafe(row col rows ld rd n) { return !((rows >> row) & 1) && !((ld >> (row + col)) & 1) && !((rd >> (row - col + n)) & 1); } // Recursive function to generate all possible permutations function nQueenUtil(col n board res rows ld rd) { // If all queens are placed add into res if (col > n) { res.push([...board]); return; } // Try placing a queen in each row // of the current column for (let row = 1; row <= n; ++row) { // Check if it's safe to place the queen if (isSafe(row col rows ld rd n)) { // Place the queen board.push(row); // Recur to place the next queen nQueenUtil(col + 1 n board res rows | (1 << row) (ld | (1 << (row + col))) (rd | (1 << (row - col + n)))); // Backtrack: remove the queen board.pop(); } } } // Main function to find all distinct // res to the n-queens puzzle function nQueen(n) { let res = []; // Current board configuration let board = []; // Start solving from the first column nQueenUtil(1 n board res 0 0 0); return res; } // Driver Code let n = 4; let res = nQueen(n); for (let i = 0; i < res.length; i++) { process.stdout.write('['); for (let j = 0; j < n; ++j) { process.stdout.write(res[i][j].toString()); if (j !== n - 1) process.stdout.write(' '); } console.log(']'); }
Sortida
[2 4 1 3] [3 1 4 2]
Complexitat temporal: O(n!) Per generar totes les permutacions.
Complexitat espacial: O(n)