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Matricos tikimybės klausimas

Atsižvelgiant į stačiakampę matricą, mes galime pereiti iš dabartinės ląstelės 4 kryptimis su vienoda tikimybe. 4 kryptys yra dešinės kairės viršaus arba apačios. Apskaičiuokite tikimybę, kad po n judės iš nurodytos padėties (i j) matricoje, bet kuriuo metu neperžengsime matricos ribų.

java vizualizatorius

Mes labai rekomenduojame sumažinti savo naršyklę ir pirmiausia išbandyti tai patys.



Idėja yra atlikti kažką panašaus į DFS. Mes rekursyviai einame kiekvienoje iš 4 leidžiamų krypčių, o kiekvienai sutinkamai ląstelei apskaičiuojame reikiamą tikimybę vienu mažesniu judesiu. Kadangi kiekviena kryptis turi vienodą tikimybę, kiekviena kryptimi prisidės prie 1/4 visos tos ląstelės tikimybės, t. Y. 0,25. Mes grąžiname 0, jei išeiname už matricos ribų ir grąžiname 1, jei n žingsniai bus atlikti neperžengdami matricos ribų.

Žemiau yra aukščiau pateiktos idėjos įgyvendinimas: 

C++
/// C++ program to find the probability  // that we do not cross boundary of a  // matrix after N moves. #include    using namespace std; // check if (x y) is valid matrix coordinate bool isSafe(int x int y int m int n) {  return (x >= 0 && x < m &&   y >= 0 && y < n); } // Function to calculate probability  // that after N moves from a given  // position (x y) in m x n matrix  // boundaries of the matrix will not be crossed. double findProbability(int m int n int x   int y int N) {  // boundary crossed  if (!isSafe(x y m n))  return 0.0;  // N steps taken  if (N == 0)  return 1.0;  // Initialize result  double prob = 0.0;  // move up  prob += findProbability(m n x - 1   y N - 1) * 0.25;  // move right  prob += findProbability(m n x   y + 1 N - 1) * 0.25;  // move down  prob += findProbability(m n x + 1  y N - 1) * 0.25;  // move left  prob += findProbability(m n x   y - 1 N - 1) * 0.25;  return prob; } // Driver code int main() {  // matrix size  int m = 5 n = 5;  // coordinates of starting point  int i = 1 j = 1;  // Number of steps  int N = 2;  cout << 'Probability is '  << findProbability(m n i j N);  return 0; } 
C
/// C program to find the probability  // that we do not cross boundary of a  // matrix after N moves. #include  #include  // check if (x y) is valid matrix coordinate bool isSafe(int x int y int m int n) {  return (x >= 0 && x < m && y >= 0 && y < n); } // Function to calculate probability  // that after N moves from a given  // position (x y) in m x n matrix  // boundaries of the matrix will not be crossed. double findProbability(int m int n int x int y int N) {  // boundary crossed  if (!isSafe(x y m n))  return 0.0;  // N steps taken  if (N == 0)  return 1.0;  // Initialize result  double prob = 0.0;  // move up  prob += findProbability(m n x - 1 y N - 1) * 0.25;  // move right  prob += findProbability(m n x y + 1 N - 1) * 0.25;  // move down  prob += findProbability(m n x + 1 y N - 1) * 0.25;  // move left  prob += findProbability(m n x y - 1 N - 1) * 0.25;  return prob; } // Driver code int main() {  // matrix size  int m = 5 n = 5;  // coordinates of starting point  int i = 1 j = 1;  // Number of steps  int N = 2;  printf('Probability is %f'findProbability(m n i j N));  return 0; } // This code is contributed by kothavvsaakash. 
Java
// Java program to find the probability // that we do not cross boundary // of a matrix after N moves. import java.io.*; class GFG {   // check if (x y) is valid // matrix coordinate static boolean isSafe(int x int y   int m int n) {  return (x >= 0 && x < m &&   y >= 0 && y < n); } // Function to calculate probability // that after N moves from a given // position (x y) in m x n matrix // boundaries of the matrix will  // not be crossed. static double findProbability(int m int n   int x int y   int N) {    // boundary crossed  if (! isSafe(x y m n))  return 0.0;  // N steps taken  if (N == 0)  return 1.0;  // Initialize result  double prob = 0.0;  // move up  prob += findProbability(m n x - 1   y N - 1) * 0.25;  // move right  prob += findProbability(m n x y + 1  N - 1) * 0.25;  // move down  prob += findProbability(m n x + 1   y N - 1) * 0.25;  // move left  prob += findProbability(m n x y - 1  N - 1) * 0.25;  return prob; } // Driver code public static void main (String[] args) {  // matrix size  int m = 5 n = 5;  // coordinates of starting point  int i = 1 j = 1;  // Number of steps  int N = 2;  System.out.println('Probability is ' +   findProbability(m n i  j N)); } } // This code is contributed by KRV. 
Python3
# Python3 program to find the probability  # that we do not cross boundary of a  # matrix after N moves.  # check if (x y) is valid matrix coordinate  def isSafe(x y m n): return (x >= 0 and x < m and y >= 0 and y < n) # Function to calculate probability  # that after N moves from a given  # position (x y) in m x n matrix  # boundaries of the matrix will  # not be crossed.  def findProbability(m n x y N): # boundary crossed  if (not isSafe(x y m n)): return 0.0 # N steps taken  if (N == 0): return 1.0 # Initialize result  prob = 0.0 # move up  prob += findProbability(m n x - 1 y N - 1) * 0.25 # move right  prob += findProbability(m n x y + 1 N - 1) * 0.25 # move down  prob += findProbability(m n x + 1 y N - 1) * 0.25 # move left  prob += findProbability(m n x y - 1 N - 1) * 0.25 return prob # Driver code  if __name__ == '__main__': # matrix size  m = 5 n = 5 # coordinates of starting po i = 1 j = 1 # Number of steps  N = 2 print('Probability is' findProbability(m n i j N)) # This code is contributed by PranchalK 
C#
// C# program to find the probability // that we do not cross boundary // of a matrix after N moves. using System; class GFG  {   // check if (x y) is valid // matrix coordinate static bool isSafe(int x int y   int m int n) {  return (x >= 0 && x < m &&   y >= 0 && y < n); } // Function to calculate probability // that after N moves from a given // position (x y) in m x n matrix // boundaries of the matrix will  // not be crossed. static double findProbability(int m int n   int x int y   int N) {    // boundary crossed  if (! isSafe(x y m n))  return 0.0;  // N steps taken  if (N == 0)  return 1.0;  // Initialize result  double prob = 0.0;  // move up  prob += findProbability(m n x - 1   y N - 1) * 0.25;  // move right  prob += findProbability(m n x y + 1  N - 1) * 0.25;  // move down  prob += findProbability(m n x + 1   y N - 1) * 0.25;  // move left  prob += findProbability(m n x y - 1  N - 1) * 0.25;  return prob; } // Driver code public static void Main () {  // matrix size  int m = 5 n = 5;  // coordinates of starting point  int i = 1 j = 1;  // Number of steps  int N = 2;  Console.Write('Probability is ' +   findProbability(m n i  j N)); } } // This code is contributed by nitin mittal. 
PHP
 // PHP program to find the probability  // that we do not cross boundary of a  // matrix after N moves. // check if (x y) is valid // matrix coordinate function isSafe($x $y $m $n) { return ($x >= 0 && $x < $m && $y >= 0 && $y < $n); } // Function to calculate probability  // that after N moves from a given  // position (x y) in m x n matrix  // boundaries of the matrix will  // not be crossed. function findProbability($m $n $x $y $N) { // boundary crossed if (!isSafe($x $y $m $n)) return 0.0; // N steps taken if ($N == 0) return 1.0; // Initialize result $prob = 0.0; // move up $prob += findProbability($m $n $x - 1 $y $N - 1) * 0.25; // move right $prob += findProbability($m $n $x $y + 1 $N - 1) * 0.25; // move down $prob += findProbability($m $n $x + 1 $y $N - 1) * 0.25; // move left $prob += findProbability($m $n $x $y - 1 $N - 1) * 0.25; return $prob; } // Driver code // matrix size $m = 5; $n = 5; // coordinates of starting point $i = 1; $j = 1; // Number of steps $N = 2; echo 'Probability is ' findProbability($m $n $i $j $N); // This code is contributed by nitin mittal.  ?> 
JavaScript
<script> // JavaScript program to find the probability  // that we do not cross boundary of a  // matrix after N moves. // check if (x y) is valid matrix coordinate function isSafe(x y m n){  return (x >= 0 && x < m &&   y >= 0 && y < n); } // Function to calculate probability  // that after N moves from a given  // position (x y) in m x n matrix  // boundaries of the matrix will not be crossed. function findProbability( m n x   y N){  // boundary crossed  if (!isSafe(x y m n))  return 0.0;  // N steps taken  if (N == 0)  return 1.0;  // Initialize result  let prob = 0.0;  // move up  prob += findProbability(m n x - 1   y N - 1) * 0.25;  // move right  prob += findProbability(m n x   y + 1 N - 1) * 0.25;  // move down  prob += findProbability(m n x + 1  y N - 1) * 0.25;  // move left  prob += findProbability(m n x   y - 1 N - 1) * 0.25;  return prob; } // Driver code // matrix size let m = 5 n = 5; // coordinates of starting point let i = 1 j = 1; // Number of steps let N = 2; document.write( 'Probability is '  +findProbability(m n i j N)); </script> 

Išvestis
Probability is 0.875