Gyűjtsd össze az összes érmét minimális számú lépésben

Adott sok köteg érme, amelyek egymás mellett vannak elrendezve. Ezeket az érméket minimális számú lépésben kell összegyűjtenünk, ahol egy lépésben egy vízszintes vagy függőleges érmesort gyűjthetünk össze, és az összegyűjtött érméknek folyamatosnak kell lenniük.
Példák:  
 

  Input :   height[] = [2 1 2 5 1] Each value of this array corresponds to the height of stack that is we are given five stack of coins where in first stack 2 coins are there then in second stack 1 coin is there and so on.   Output :   4 We can collect all above coins in 4 steps which are shown in below diagram. Each step is shown by different color. First we have collected last horizontal line of coins after which stacks remains as [1 0 1 4 0] after that another horizontal line of coins is collected from stack 3 and 4 then a vertical line from stack 4 and at the end a horizontal line from stack 1. Total steps are 4. 


 


Ezt a problémát az oszd meg és uralkodj módszerrel tudjuk megoldani. Láthatjuk, hogy mindig előnyös a vízszintes vonalak alulról történő eltávolítása. Tegyük fel, hogy az l indextől az r indexig tartó veremeken dolgozunk egy rekurziós lépésben minden alkalommal, amikor kiválasztjuk a minimális magasságot, távolítsuk el azt a sok vízszintes vonalat, amely után a verem két részre lesz bontva l-től minimumig és minimum +1-ig és r-ig, és rekurzív módon hívjuk meg ezeket az altömböket. Egy másik dolog, hogy függőleges vonalak használatával is gyűjthetünk érméket, így a minimumot választjuk a rekurzív hívások eredménye és az (r - l) között, mivel az (r - l) függőleges vonalak használatával mindig összegyűjthetjük az összes érmét. 
Ahogy minden egyes altömb meghívásakor megtaláljuk a megoldás teljes időbonyolultságának minimumát, O(N 2
 

C++
   // C++ program to find minimum number of   // steps to collect stack of coins   #include          using     namespace     std  ;   // recursive method to collect coins from   // height array l to r with height h already   // collected   int     minStepsRecur  (  int     height  []     int     l       int     r       int     h  )   {      // if l is more than r no steps needed      if     (  l     >=     r  )      return     0  ;      // loop over heights to get minimum height      // index      int     m     =     l  ;      for     (  int     i     =     l  ;     i      <     r  ;     i  ++  )      if     (  height  [  i  ]      <     height  [  m  ])      m     =     i  ;      /* choose minimum from    1) collecting coins using all vertical    lines (total r - l)    2) collecting coins using lower horizontal    lines and recursively on left and right    segments */      return     min  (  r     -     l        minStepsRecur  (  height       l       m       height  [  m  ])     +         minStepsRecur  (  height       m     +     1       r       height  [  m  ])     +         height  [  m  ]     -     h  );   }   // method returns minimum number of step to   // collect coin from stack with height in   // height[] array   int     minSteps  (  int     height  []     int     N  )   {      return     minStepsRecur  (  height       0       N       0  );   }   // Driver code to test above methods   int     main  ()   {      int     height  []     =     {     2       1       2       5       1     };      int     N     =     sizeof  (  height  )     /     sizeof  (  int  );      cout      < <     minSteps  (  height       N  )      < <     endl  ;      return     0  ;   }   
Java
   // Java Code to Collect all coins in   // minimum number of steps   import     java.util.*  ;   class   GFG     {      // recursive method to collect coins from      // height array l to r with height h already      // collected      public     static     int     minStepsRecur  (  int     height  []       int     l        int     r       int     h  )      {      // if l is more than r no steps needed      if     (  l     >=     r  )      return     0  ;      // loop over heights to get minimum height      // index      int     m     =     l  ;      for     (  int     i     =     l  ;     i      <     r  ;     i  ++  )      if     (  height  [  i  ]      <     height  [  m  ]  )      m     =     i  ;      /* choose minimum from    1) collecting coins using all vertical    lines (total r - l)    2) collecting coins using lower horizontal    lines and recursively on left and right    segments */      return     Math  .  min  (  r     -     l        minStepsRecur  (  height       l       m       height  [  m  ]  )     +         minStepsRecur  (  height       m     +     1       r       height  [  m  ]  )     +      height  [  m  ]     -     h  );      }      // method returns minimum number of step to      // collect coin from stack with height in      // height[] array      public     static     int     minSteps  (  int     height  []       int     N  )      {      return     minStepsRecur  (  height       0       N       0  );      }      /* Driver program to test above function */      public     static     void     main  (  String  []     args  )      {      int     height  []     =     {     2       1       2       5       1     };      int     N     =     height  .  length  ;      System  .  out  .  println  (  minSteps  (  height       N  ));      }   }   // This code is contributed by Arnav Kr. Mandal.   
Python 3
   # Python 3 program to find    # minimum number of steps    # to collect stack of coins   # recursive method to collect    # coins from height array l to    # r with height h already   # collected   def   minStepsRecur  (  height     l     r     h  ):   # if l is more than r   # no steps needed   if   l   >=   r  :   return   0  ;   # loop over heights to    # get minimum height index   m   =   l   for   i   in   range  (  l     r  ):   if   height  [  i  ]    <   height  [  m  ]:   m   =   i   # choose minimum from   # 1) collecting coins using    # all vertical lines (total r - l)   # 2) collecting coins using    # lower horizontal lines and    # recursively on left and    # right segments    return   min  (  r   -   l     minStepsRecur  (  height     l     m     height  [  m  ])   +   minStepsRecur  (  height     m   +   1     r     height  [  m  ])   +   height  [  m  ]   -   h  )   # method returns minimum number   # of step to collect coin from    # stack with height in height[] array   def   minSteps  (  height     N  ):   return   minStepsRecur  (  height     0     N     0  )   # Driver code    height   =   [   2     1     2     5     1   ]   N   =   len  (  height  )   print  (  minSteps  (  height     N  ))   # This code is contributed   # by ChitraNayal   
C#
   // C# Code to Collect all coins in   // minimum number of steps   using     System  ;   class     GFG     {      // recursive method to collect coins from      // height array l to r with height h already      // collected      public     static     int     minStepsRecur  (  int  []     height       int     l        int     r       int     h  )      {      // if l is more than r no steps needed      if     (  l     >=     r  )      return     0  ;      // loop over heights to      // get minimum height index      int     m     =     l  ;      for     (  int     i     =     l  ;     i      <     r  ;     i  ++  )      if     (  height  [  i  ]      <     height  [  m  ])      m     =     i  ;      /* choose minimum from    1) collecting coins using all vertical    lines (total r - l)    2) collecting coins using lower horizontal    lines and recursively on left and right    segments */      return     Math  .  Min  (  r     -     l        minStepsRecur  (  height       l       m       height  [  m  ])     +         minStepsRecur  (  height       m     +     1       r       height  [  m  ])     +      height  [  m  ]     -     h  );      }      // method returns minimum number of step to      // collect coin from stack with height in      // height[] array      public     static     int     minSteps  (  int  []     height       int     N  )      {      return     minStepsRecur  (  height       0       N       0  );      }      /* Driver program to test above function */      public     static     void     Main  ()      {      int  []     height     =     {     2       1       2       5       1     };      int     N     =     height  .  Length  ;      Console  .  Write  (  minSteps  (  height       N  ));      }   }   // This code is contributed by nitin mittal   
PHP
      // PHP program to find minimum number of   // steps to collect stack of coins   // recursive method to collect   // coins from height array l to    // r with height h already   // collected   function   minStepsRecur  (  $height     $l     $r     $h  )   {   // if l is more than r   // no steps needed   if   (  $l   >=   $r  )   return   0  ;   // loop over heights to   // get minimum height   // index   $m   =   $l  ;   for   (  $i   =   $l  ;   $i    <   $r  ;   $i  ++  )   if   (  $height  [  $i  ]    <   $height  [  $m  ])   $m   =   $i  ;   /* choose minimum from    1) collecting coins using     all vertical lines     (total r - l)    2) collecting coins using     lower horizontal lines     and recursively on left    and right segments */   return   min  (  $r   -   $l     minStepsRecur  (  $height     $l     $m     $height  [  $m  ])   +   minStepsRecur  (  $height     $m   +   1     $r     $height  [  $m  ])   +   $height  [  $m  ]   -   $h  );   }   // method returns minimum number of step to   // collect coin from stack with height in   // height[] array   function   minSteps  (  $height     $N  )   {   return   minStepsRecur  (  $height     0     $N     0  );   }   // Driver Code   $height   =   array  (  2     1     2     5     1  );   $N   =   sizeof  (  $height  );   echo   minSteps  (  $height     $N  )   ;   // This code is contributed by nitin mittal.   ?>   
JavaScript
    <  script  >   // Javascript Code to Collect all coins in   // minimum number of steps          // recursive method to collect coins from      // height array l to r with height h already      // collected      function     minStepsRecur  (  height    l    r    h  )      {      // if l is more than r no steps needed      if     (  l     >=     r  )      return     0  ;          // loop over heights to get minimum height      // index      let     m     =     l  ;      for     (  let     i     =     l  ;     i      <     r  ;     i  ++  )      if     (  height  [  i  ]      <     height  [  m  ])      m     =     i  ;          /* choose minimum from    1) collecting coins using all vertical    lines (total r - l)    2) collecting coins using lower horizontal    lines and recursively on left and right    segments */      return     Math  .  min  (  r     -     l        minStepsRecur  (  height       l       m       height  [  m  ])     +         minStepsRecur  (  height       m     +     1       r       height  [  m  ])     +      height  [  m  ]     -     h  );      }          // method returns minimum number of step to      // collect coin from stack with height in      // height[] array      function     minSteps  (  height    N  )      {      return     minStepsRecur  (  height       0       N       0  );      }          /* Driver program to test above function */      let     height  =  [  2       1       2       5       1     ];      let     N     =     height  .  length  ;      document  .  write  (  minSteps  (  height       N  ));          // This code is contributed by avanitrachhadiya2155    <  /script>   

Kimenet:  
 

4 

Időbeli összetettség: Ennek az algoritmusnak az időbonyolultsága O(N^2), ahol N a magassági tömb elemeinek száma.

A tér összetettsége: Ennek az algoritmusnak a térbeli összetettsége O(N) a magassági tömbön végrehajtott rekurzív hívások miatt.


 

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