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     1 // Part 2 about finding a single tour using the Warnsdorf Rule  | 
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     2 //=============================================================  | 
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     3   | 
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     4 object M4b { // for preparing the jar | 
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     5   | 
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     6 type Pos = (Int, Int)  | 
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     7 type Path = List[Pos]  | 
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     8   | 
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     9   | 
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    10 // for measuring time in the JAR  | 
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    11 def time_needed[T](code: => T) : T = { | 
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    12   val start = System.nanoTime()  | 
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    13   val result = code  | 
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    14   val end = System.nanoTime()  | 
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    15   println(f"Time needed: ${(end - start) / 1.0e9}%3.3f secs.") | 
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    16   result  | 
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    17 }  | 
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    18   | 
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    19   | 
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    20 def print_board(dim: Int, path: Path): Unit = { | 
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    21   println()  | 
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    22   for (i <- 0 until dim) { | 
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    23     for (j <- 0 until dim) { | 
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    24       print(f"${path.reverse.indexOf((i, j))}%4.0f ") | 
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    25     }  | 
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    26     println()  | 
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    27   }   | 
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    28 }  | 
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    29   | 
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    30 def add_pair(x: Pos, y: Pos): Pos =   | 
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    31   (x._1 + y._1, x._2 + y._2)  | 
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    32   | 
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    33 def is_legal(dim: Int, path: Path, x: Pos): Boolean =   | 
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    34   0 <= x._1 && 0 <= x._2 && x._1 < dim && x._2 < dim && !path.contains(x)  | 
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    35   | 
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    36 def moves(x: Pos): List[Pos] =   | 
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    37   List(( 1,  2),( 2,  1),( 2, -1),( 1, -2),  | 
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    38        (-1, -2),(-2, -1),(-2,  1),(-1,  2)).map(add_pair(x, _))  | 
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    39   | 
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    40 def legal_moves(dim: Int, path: Path, x: Pos): List[Pos] =   | 
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    41   moves(x).filter(is_legal(dim, path, _))  | 
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    42    | 
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    43 def ordered_moves(dim: Int, path: Path, x: Pos): List[Pos] =   | 
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    44   legal_moves(dim, path, x).sortBy((x) => legal_moves(dim, path, x).length)  | 
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    45   | 
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    46 import scala.annotation.tailrec  | 
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    47   | 
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    48 @tailrec  | 
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    49 def first(xs: List[Pos], f: Pos => Option[Path]): Option[Path] = xs match { | 
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    50   case Nil => None  | 
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    51   case x::xs => { | 
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    52     val result = f(x)  | 
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    53     if (result.isDefined) result else first(xs, f)  | 
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    54   }  | 
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    55 }  | 
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    56   | 
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    57   | 
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    58 def tfirst_closed_tour_heuristics(dim: Int, path: Path): Option[Path] = { | 
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    59   if (path.length == dim * dim && moves(path.head).contains(path.last)) Some(path)  | 
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    60   else  | 
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    61     first(ordered_moves(dim, path, path.head), (x: Pos) => tfirst_closed_tour_heuristics(dim, x::path))  | 
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    62 }  | 
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    63   | 
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    64 def first_closed_tour_heuristics(dim: Int, path: Path) =  | 
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    65  time_needed(tfirst_closed_tour_heuristics(dim: Int, path: Path))  | 
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    66   | 
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    67 def first_closed_tour_heuristic(dim: Int, path: Path) =  | 
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    68  time_needed(tfirst_closed_tour_heuristics(dim: Int, path: Path))  | 
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    69   | 
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    70 // heuristic cannot be used to search for closed tours on 7 x 7 an beyond  | 
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    71 //for (dim <- 1 to 6) { | 
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    72 //  val t = time_needed(0, first_closed_tour_heuristics(dim, List((dim / 2, dim / 2))))  | 
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    73 //  println(s"${dim} x ${dim} closed: " + (if (t == None) "" else { print_board(dim, t.get) ; "" })) | 
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    74 //}  | 
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    75   | 
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    76   | 
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    77 def tfirst_tour_heuristics(dim: Int, path: Path): Option[Path] = { | 
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    78   if (path.length == dim * dim) Some(path)  | 
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    79   else  | 
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    80     first(ordered_moves(dim, path, path.head), (x: Pos) => tfirst_tour_heuristics(dim, x::path))  | 
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    81 }  | 
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    82   | 
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    83   | 
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    84 def first_tour_heuristics(dim: Int, path: Path) =   | 
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    85   time_needed(tfirst_tour_heuristics(dim: Int, path: Path))  | 
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    86   | 
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    87 def first_tour_heuristic(dim: Int, path: Path) =   | 
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    88   time_needed(tfirst_tour_heuristics(dim: Int, path: Path))  | 
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    89   | 
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    90 // will be called with boards up to 30 x 30  | 
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    91   | 
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    92   | 
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    93 }  |