|
1
|
|
|
<?php |
|
2
|
|
|
|
|
3
|
|
|
namespace App\Component\Math\Graph\Path; |
|
4
|
|
|
|
|
5
|
|
|
/** |
|
6
|
|
|
* Weighted graph path finder using Floydwarshall method. |
|
7
|
|
|
* Constructor expects a weighted square matrix |
|
8
|
|
|
* and a nodes name collection to indentify nodes by name if required. |
|
9
|
|
|
* |
|
10
|
|
|
* @author Pierre Fromager <[email protected]> |
|
11
|
|
|
*/ |
|
12
|
|
|
class Floydwarshall |
|
13
|
|
|
{ |
|
14
|
|
|
|
|
15
|
|
|
/** |
|
16
|
|
|
* max nodes |
|
17
|
|
|
*/ |
|
18
|
|
|
const INFINITE = 66666; |
|
19
|
|
|
|
|
20
|
|
|
/** |
|
21
|
|
|
* Distances array |
|
22
|
|
|
* @var array |
|
23
|
|
|
*/ |
|
24
|
|
|
protected $dist; |
|
25
|
|
|
|
|
26
|
|
|
/** |
|
27
|
|
|
* Precedence matrix |
|
28
|
|
|
* @var array |
|
29
|
|
|
*/ |
|
30
|
|
|
protected $pred; |
|
31
|
|
|
|
|
32
|
|
|
/** |
|
33
|
|
|
* Weights array |
|
34
|
|
|
* @var array |
|
35
|
|
|
*/ |
|
36
|
|
|
protected $weights; |
|
37
|
|
|
|
|
38
|
|
|
/** |
|
39
|
|
|
* Number of nodes |
|
40
|
|
|
* @var integer |
|
41
|
|
|
*/ |
|
42
|
|
|
protected $nodeCount; |
|
43
|
|
|
|
|
44
|
|
|
/** |
|
45
|
|
|
* Node names list |
|
46
|
|
|
* @var array |
|
47
|
|
|
*/ |
|
48
|
|
|
protected $nodenames; |
|
49
|
|
|
|
|
50
|
|
|
/** |
|
51
|
|
|
* path. |
|
52
|
|
|
* @var array |
|
53
|
|
|
*/ |
|
54
|
|
|
protected $path; |
|
55
|
|
|
|
|
56
|
|
|
/** |
|
57
|
|
|
* instanciate |
|
58
|
|
|
* @param array $weightedMatrix graph weighted square matrice. |
|
59
|
|
|
* @param array $nodenames nodes names as array. |
|
60
|
|
|
*/ |
|
61
|
8 |
|
public function __construct(array $weightedMatrix, array $nodenames = []) |
|
62
|
|
|
{ |
|
63
|
8 |
|
$this->reset(); |
|
64
|
8 |
|
$this->weights = $weightedMatrix; |
|
65
|
8 |
|
$this->nodeCount = count($this->weights); |
|
66
|
8 |
|
if (!empty($nodenames) && $this->nodeCount == count($nodenames)) { |
|
67
|
8 |
|
$this->nodenames = $nodenames; |
|
68
|
|
|
} |
|
69
|
|
|
} |
|
70
|
|
|
|
|
71
|
|
|
/** |
|
72
|
|
|
* populate from square matrix then calculate distance and precedence |
|
73
|
|
|
*/ |
|
74
|
6 |
|
public function process(): Floydwarshall |
|
75
|
|
|
{ |
|
76
|
6 |
|
$this->reset(); |
|
77
|
6 |
|
$this->populate(); |
|
78
|
6 |
|
for ($k = 0; $k < $this->nodeCount; $k++) { |
|
79
|
6 |
|
for ($i = 0; $i < $this->nodeCount; $i++) { |
|
80
|
6 |
|
for ($j = 0; $j < $this->nodeCount; $j++) { |
|
81
|
6 |
|
$nextDist = $this->dist[$i][$k] + $this->dist[$k][$j]; |
|
82
|
6 |
|
if ($this->dist[$i][$j] > $nextDist) { |
|
83
|
6 |
|
$this->dist[$i][$j] = $nextDist; |
|
84
|
6 |
|
$this->pred[$i][$j] = $this->pred[$k][$j]; |
|
85
|
|
|
} |
|
86
|
|
|
} |
|
87
|
|
|
} |
|
88
|
|
|
} |
|
89
|
6 |
|
return $this; |
|
90
|
|
|
} |
|
91
|
|
|
|
|
92
|
|
|
/** |
|
93
|
|
|
* return path |
|
94
|
|
|
* |
|
95
|
|
|
* @param string $src |
|
96
|
|
|
* @param string $dst |
|
97
|
|
|
* @param boolean $withNames |
|
98
|
|
|
* @return array |
|
99
|
|
|
*/ |
|
100
|
1 |
|
public function path(string $src, string $dst, bool $withNames = false): array |
|
101
|
|
|
{ |
|
102
|
1 |
|
$srcIdx = array_search($src, $this->nodenames); |
|
103
|
1 |
|
$dstIdx = array_search($dst, $this->nodenames); |
|
104
|
1 |
|
$this->path = []; |
|
105
|
1 |
|
$this->searchPath($srcIdx, $dstIdx); |
|
|
|
|
|
|
106
|
1 |
|
$path = ($withNames) |
|
107
|
1 |
|
? array_map(function ($v) { |
|
108
|
1 |
|
return $this->nodenames[$v]; |
|
109
|
1 |
|
}, $this->path) |
|
110
|
1 |
|
: $this->path; |
|
111
|
1 |
|
return $path; |
|
112
|
|
|
} |
|
113
|
|
|
|
|
114
|
|
|
/** |
|
115
|
|
|
* recursive search for node path |
|
116
|
|
|
* |
|
117
|
|
|
* @param integer $i |
|
118
|
|
|
* @param integer $j |
|
119
|
|
|
* @return Floydwarshall |
|
120
|
|
|
*/ |
|
121
|
2 |
|
protected function searchPath(int $i, int $j): Floydwarshall |
|
122
|
|
|
{ |
|
123
|
2 |
|
if ($i != $j) { |
|
124
|
2 |
|
$pred = $this->pred[$i][$j]; |
|
125
|
2 |
|
$this->searchPath($i, $pred); |
|
126
|
|
|
} |
|
127
|
2 |
|
$this->path[] = $j; |
|
128
|
2 |
|
return $this; |
|
129
|
|
|
} |
|
130
|
|
|
|
|
131
|
|
|
/** |
|
132
|
|
|
* return distance matrix |
|
133
|
|
|
* |
|
134
|
|
|
* @return array |
|
135
|
|
|
*/ |
|
136
|
1 |
|
public function getDistances(): array |
|
137
|
|
|
{ |
|
138
|
1 |
|
return $this->dist; |
|
139
|
|
|
} |
|
140
|
|
|
|
|
141
|
|
|
/** |
|
142
|
|
|
* return distance between two nodes identified by row/col couple. |
|
143
|
|
|
* if one member of couple is undefined infinite value is returned. |
|
144
|
|
|
* |
|
145
|
|
|
* @return float |
|
146
|
|
|
*/ |
|
147
|
1 |
|
public function getDistance(int $i, int $j): float |
|
148
|
|
|
{ |
|
149
|
1 |
|
return (isset($this->dist[$i][$j])) ? $this->dist[$i][$j] : self::INFINITE; |
|
150
|
|
|
} |
|
151
|
|
|
|
|
152
|
|
|
/** |
|
153
|
|
|
* return precedence matrix |
|
154
|
|
|
* |
|
155
|
|
|
* @return array |
|
156
|
|
|
*/ |
|
157
|
1 |
|
public function getPrecedences(): array |
|
158
|
|
|
{ |
|
159
|
1 |
|
return $this->pred; |
|
160
|
|
|
} |
|
161
|
|
|
|
|
162
|
|
|
/** |
|
163
|
|
|
* reset |
|
164
|
|
|
* |
|
165
|
|
|
* @return Floydwarshall |
|
166
|
|
|
*/ |
|
167
|
1 |
|
protected function reset(): Floydwarshall |
|
168
|
|
|
{ |
|
169
|
1 |
|
$this->path = []; |
|
170
|
1 |
|
$this->dist = [[]]; |
|
171
|
1 |
|
$this->pred = [[]]; |
|
172
|
1 |
|
return $this; |
|
173
|
|
|
} |
|
174
|
|
|
|
|
175
|
|
|
/** |
|
176
|
|
|
* populate graph nodes to |
|
177
|
|
|
* set distances matrix from weights |
|
178
|
|
|
* and set matrix precedences |
|
179
|
|
|
* |
|
180
|
|
|
* @return Floydwarshall |
|
181
|
|
|
*/ |
|
182
|
2 |
|
protected function populate(): Floydwarshall |
|
183
|
|
|
{ |
|
184
|
2 |
|
for ($i = 0; $i < $this->nodeCount; $i++) { |
|
185
|
2 |
|
for ($j = 0; $j < $this->nodeCount; $j++) { |
|
186
|
2 |
|
if ($i == $j) { |
|
187
|
2 |
|
$this->dist[$i][$j] = 0; |
|
188
|
2 |
|
} elseif (isset($this->weights[$i][$j]) && $this->weights[$i][$j] > 0) { |
|
189
|
2 |
|
$this->dist[$i][$j] = $this->weights[$i][$j]; |
|
190
|
|
|
} else { |
|
191
|
2 |
|
$this->dist[$i][$j] = self::INFINITE; |
|
192
|
|
|
} |
|
193
|
2 |
|
$this->pred[$i][$j] = $i; |
|
194
|
|
|
} |
|
195
|
|
|
} |
|
196
|
2 |
|
return $this; |
|
197
|
|
|
} |
|
198
|
|
|
} |
|
199
|
|
|
|