| author | Christian Urban <christian.urban@kcl.ac.uk> | 
| Sat, 08 Oct 2022 00:30:51 +0100 | |
| changeset 424 | 3c81352ec565 | 
| parent 421 | 864107857d27 | 
| permissions | -rw-r--r-- | 
| 421 | 1  | 
// Part 2 about finding a single tour using the Warnsdorf Rule  | 
| 
391
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
2  | 
//=============================================================  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
3  | 
|
| 421 | 4  | 
object M4b { // for preparing the jar
 | 
| 
391
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
5  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
6  | 
type Pos = (Int, Int)  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
7  | 
type Path = List[Pos]  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
8  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
9  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
10  | 
// for measuring time in the JAR  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
11  | 
def time_needed[T](code: => T) : T = {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
12  | 
val start = System.nanoTime()  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
13  | 
val result = code  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
14  | 
val end = System.nanoTime()  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
15  | 
  println(f"Time needed: ${(end - start) / 1.0e9}%3.3f secs.")
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
16  | 
result  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
17  | 
}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
18  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
19  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
20  | 
def print_board(dim: Int, path: Path): Unit = {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
21  | 
println()  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
22  | 
  for (i <- 0 until dim) {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
23  | 
    for (j <- 0 until dim) {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
24  | 
      print(f"${path.reverse.indexOf((i, j))}%4.0f ")
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
25  | 
}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
26  | 
println()  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
27  | 
}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
28  | 
}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
29  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
30  | 
def add_pair(x: Pos, y: Pos): Pos =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
31  | 
(x._1 + y._1, x._2 + y._2)  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
32  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
33  | 
def is_legal(dim: Int, path: Path, x: Pos): Boolean =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
34  | 
0 <= x._1 && 0 <= x._2 && x._1 < dim && x._2 < dim && !path.contains(x)  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
35  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
36  | 
def moves(x: Pos): List[Pos] =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
37  | 
List(( 1, 2),( 2, 1),( 2, -1),( 1, -2),  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
38  | 
(-1, -2),(-2, -1),(-2, 1),(-1, 2)).map(add_pair(x, _))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
39  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
40  | 
def legal_moves(dim: Int, path: Path, x: Pos): List[Pos] =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
41  | 
moves(x).filter(is_legal(dim, path, _))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
42  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
43  | 
def ordered_moves(dim: Int, path: Path, x: Pos): List[Pos] =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
44  | 
legal_moves(dim, path, x).sortBy((x) => legal_moves(dim, path, x).length)  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
45  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
46  | 
import scala.annotation.tailrec  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
47  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
48  | 
@tailrec  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
49  | 
def first(xs: List[Pos], f: Pos => Option[Path]): Option[Path] = xs match {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
50  | 
case Nil => None  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
51  | 
  case x::xs => {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
52  | 
val result = f(x)  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
53  | 
if (result.isDefined) result else first(xs, f)  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
54  | 
}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
55  | 
}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
56  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
57  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
58  | 
def tfirst_closed_tour_heuristics(dim: Int, path: Path): Option[Path] = {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
59  | 
if (path.length == dim * dim && moves(path.head).contains(path.last)) Some(path)  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
60  | 
else  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
61  | 
first(ordered_moves(dim, path, path.head), (x: Pos) => tfirst_closed_tour_heuristics(dim, x::path))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
62  | 
}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
63  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
64  | 
def first_closed_tour_heuristics(dim: Int, path: Path) =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
65  | 
time_needed(tfirst_closed_tour_heuristics(dim: Int, path: Path))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
66  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
67  | 
def first_closed_tour_heuristic(dim: Int, path: Path) =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
68  | 
time_needed(tfirst_closed_tour_heuristics(dim: Int, path: Path))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
69  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
70  | 
// heuristic cannot be used to search for closed tours on 7 x 7 an beyond  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
71  | 
//for (dim <- 1 to 6) {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
72  | 
// val t = time_needed(0, first_closed_tour_heuristics(dim, List((dim / 2, dim / 2))))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
73  | 
//  println(s"${dim} x ${dim} closed: " + (if (t == None) "" else { print_board(dim, t.get) ; "" }))
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
74  | 
//}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
75  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
76  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
77  | 
def tfirst_tour_heuristics(dim: Int, path: Path): Option[Path] = {
 | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
78  | 
if (path.length == dim * dim) Some(path)  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
79  | 
else  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
80  | 
first(ordered_moves(dim, path, path.head), (x: Pos) => tfirst_tour_heuristics(dim, x::path))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
81  | 
}  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
82  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
83  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
84  | 
def first_tour_heuristics(dim: Int, path: Path) =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
85  | 
time_needed(tfirst_tour_heuristics(dim: Int, path: Path))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
86  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
87  | 
def first_tour_heuristic(dim: Int, path: Path) =  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
88  | 
time_needed(tfirst_tour_heuristics(dim: Int, path: Path))  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
89  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
90  | 
// will be called with boards up to 30 x 30  | 
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
91  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
92  | 
|
| 
 
048fc6b70776
added main4 marking
 
Christian Urban <christian.urban@kcl.ac.uk> 
parents:  
diff
changeset
 | 
93  | 
}  |