| 
403
 | 
     1  | 
// Part 2 about finding a single tour using the Warnsdorf Rule
  | 
| 
220
 | 
     2  | 
//=============================================================
  | 
| 
 | 
     3  | 
  | 
| 
403
 | 
     4  | 
object M4b { // for preparing the jar
 | 
| 
220
 | 
     5  | 
  | 
| 
 | 
     6  | 
type Pos = (Int, Int)
  | 
| 
 | 
     7  | 
type Path = List[Pos]
  | 
| 
 | 
     8  | 
  | 
| 
 | 
     9  | 
  | 
| 
 | 
    10  | 
// for measuring time in the JAR
  | 
| 
 | 
    11  | 
def time_needed[T](code: => T) : T = {
 | 
| 
 | 
    12  | 
  val start = System.nanoTime()
  | 
| 
 | 
    13  | 
  val result = code
  | 
| 
 | 
    14  | 
  val end = System.nanoTime()
  | 
| 
 | 
    15  | 
  println(f"Time needed: ${(end - start) / 1.0e9}%3.3f secs.")
 | 
| 
 | 
    16  | 
  result
  | 
| 
 | 
    17  | 
}
  | 
| 
 | 
    18  | 
  | 
| 
 | 
    19  | 
  | 
| 
 | 
    20  | 
def print_board(dim: Int, path: Path): Unit = {
 | 
| 
347
 | 
    21  | 
  println()
  | 
| 
220
 | 
    22  | 
  for (i <- 0 until dim) {
 | 
| 
 | 
    23  | 
    for (j <- 0 until dim) {
 | 
| 
 | 
    24  | 
      print(f"${path.reverse.indexOf((i, j))}%4.0f ")
 | 
| 
 | 
    25  | 
    }
  | 
| 
347
 | 
    26  | 
    println()
  | 
| 
220
 | 
    27  | 
  } 
  | 
| 
 | 
    28  | 
}
  | 
| 
 | 
    29  | 
  | 
| 
 | 
    30  | 
def add_pair(x: Pos, y: Pos): Pos = 
  | 
| 
 | 
    31  | 
  (x._1 + y._1, x._2 + y._2)
  | 
| 
 | 
    32  | 
  | 
| 
 | 
    33  | 
def is_legal(dim: Int, path: Path, x: Pos): Boolean = 
  | 
| 
 | 
    34  | 
  0 <= x._1 && 0 <= x._2 && x._1 < dim && x._2 < dim && !path.contains(x)
  | 
| 
 | 
    35  | 
  | 
| 
 | 
    36  | 
def moves(x: Pos): List[Pos] = 
  | 
| 
 | 
    37  | 
  List(( 1,  2),( 2,  1),( 2, -1),( 1, -2),
  | 
| 
 | 
    38  | 
       (-1, -2),(-2, -1),(-2,  1),(-1,  2)).map(add_pair(x, _))
  | 
| 
 | 
    39  | 
  | 
| 
 | 
    40  | 
def legal_moves(dim: Int, path: Path, x: Pos): List[Pos] = 
  | 
| 
 | 
    41  | 
  moves(x).filter(is_legal(dim, path, _))
  | 
| 
 | 
    42  | 
 
  | 
| 
 | 
    43  | 
def ordered_moves(dim: Int, path: Path, x: Pos): List[Pos] = 
  | 
| 
 | 
    44  | 
  legal_moves(dim, path, x).sortBy((x) => legal_moves(dim, path, x).length)
  | 
| 
 | 
    45  | 
  | 
| 
 | 
    46  | 
import scala.annotation.tailrec
  | 
| 
 | 
    47  | 
  | 
| 
 | 
    48  | 
@tailrec
  | 
| 
 | 
    49  | 
def first(xs: List[Pos], f: Pos => Option[Path]): Option[Path] = xs match {
 | 
| 
 | 
    50  | 
  case Nil => None
  | 
| 
 | 
    51  | 
  case x::xs => {
 | 
| 
 | 
    52  | 
    val result = f(x)
  | 
| 
 | 
    53  | 
    if (result.isDefined) result else first(xs, f)
  | 
| 
 | 
    54  | 
  }
  | 
| 
 | 
    55  | 
}
  | 
| 
 | 
    56  | 
  | 
| 
 | 
    57  | 
  | 
| 
 | 
    58  | 
def tfirst_closed_tour_heuristics(dim: Int, path: Path): Option[Path] = {
 | 
| 
 | 
    59  | 
  if (path.length == dim * dim && moves(path.head).contains(path.last)) Some(path)
  | 
| 
 | 
    60  | 
  else
  | 
| 
 | 
    61  | 
    first(ordered_moves(dim, path, path.head), (x: Pos) => tfirst_closed_tour_heuristics(dim, x::path))
  | 
| 
 | 
    62  | 
}
  | 
| 
 | 
    63  | 
  | 
| 
 | 
    64  | 
def first_closed_tour_heuristics(dim: Int, path: Path) =
  | 
| 
 | 
    65  | 
 time_needed(tfirst_closed_tour_heuristics(dim: Int, path: Path))
  | 
| 
 | 
    66  | 
  | 
| 
247
 | 
    67  | 
def first_closed_tour_heuristic(dim: Int, path: Path) =
  | 
| 
 | 
    68  | 
 time_needed(tfirst_closed_tour_heuristics(dim: Int, path: Path))
  | 
| 
 | 
    69  | 
  | 
| 
220
 | 
    70  | 
// heuristic cannot be used to search for closed tours on 7 x 7 an beyond
  | 
| 
 | 
    71  | 
//for (dim <- 1 to 6) {
 | 
| 
 | 
    72  | 
//  val t = time_needed(0, first_closed_tour_heuristics(dim, List((dim / 2, dim / 2))))
  | 
| 
 | 
    73  | 
//  println(s"${dim} x ${dim} closed: " + (if (t == None) "" else { print_board(dim, t.get) ; "" }))
 | 
| 
 | 
    74  | 
//}
  | 
| 
 | 
    75  | 
  | 
| 
 | 
    76  | 
  | 
| 
 | 
    77  | 
def tfirst_tour_heuristics(dim: Int, path: Path): Option[Path] = {
 | 
| 
 | 
    78  | 
  if (path.length == dim * dim) Some(path)
  | 
| 
 | 
    79  | 
  else
  | 
| 
 | 
    80  | 
    first(ordered_moves(dim, path, path.head), (x: Pos) => tfirst_tour_heuristics(dim, x::path))
  | 
| 
 | 
    81  | 
}
  | 
| 
 | 
    82  | 
  | 
| 
 | 
    83  | 
  | 
| 
 | 
    84  | 
def first_tour_heuristics(dim: Int, path: Path) = 
  | 
| 
 | 
    85  | 
  time_needed(tfirst_tour_heuristics(dim: Int, path: Path))
  | 
| 
 | 
    86  | 
  | 
| 
247
 | 
    87  | 
def first_tour_heuristic(dim: Int, path: Path) = 
  | 
| 
 | 
    88  | 
  time_needed(tfirst_tour_heuristics(dim: Int, path: Path))
  | 
| 
220
 | 
    89  | 
  | 
| 
 | 
    90  | 
// will be called with boards up to 30 x 30
  | 
| 
 | 
    91  | 
  | 
| 
 | 
    92  | 
  | 
| 
296
 | 
    93  | 
}
  |