solverforge-solver 0.14.0

Solver engine for SolverForge
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
/* Sublist change move selector for segment relocation (Or-opt).

Generates `SublistChangeMove`s that relocate contiguous segments within or
between list variables. The Or-opt family of moves (segments of size 1, 2, 3, …)
is among the most effective VRP improvements after basic 2-opt.

# Complexity

For n entities with average route length m and max segment size k:
- Intra-entity: O(n * m * k) sources × O(m) destinations
- Inter-entity: O(n * m * k) sources × O(n * m) destinations
- Total: O(n² * m² * k)

Use a forager that quits early (`FirstAccepted`, `AcceptedCount`) to keep
iteration practical for large instances.

# Example

```
use solverforge_solver::heuristic::selector::sublist_change::SublistChangeMoveSelector;
use solverforge_solver::heuristic::selector::entity::FromSolutionEntitySelector;
use solverforge_solver::heuristic::selector::MoveSelector;
use solverforge_core::domain::PlanningSolution;
use solverforge_core::score::SoftScore;

#[derive(Clone, Debug)]
struct Vehicle { visits: Vec<i32> }

#[derive(Clone, Debug)]
struct Solution { vehicles: Vec<Vehicle>, score: Option<SoftScore> }

impl PlanningSolution for Solution {
type Score = SoftScore;
fn score(&self) -> Option<Self::Score> { self.score }
fn set_score(&mut self, score: Option<Self::Score>) { self.score = score; }
}

fn list_len(s: &Solution, entity_idx: usize) -> usize {
s.vehicles.get(entity_idx).map_or(0, |v| v.visits.len())
}
fn sublist_remove(s: &mut Solution, entity_idx: usize, start: usize, end: usize) -> Vec<i32> {
s.vehicles.get_mut(entity_idx)
.map(|v| v.visits.drain(start..end).collect())
.unwrap_or_default()
}
fn sublist_insert(s: &mut Solution, entity_idx: usize, pos: usize, items: Vec<i32>) {
if let Some(v) = s.vehicles.get_mut(entity_idx) {
for (i, item) in items.into_iter().enumerate() {
v.visits.insert(pos + i, item);
}
}
}

// Or-opt: relocate segments of size 1..=3
let selector = SublistChangeMoveSelector::<Solution, i32, _>::new(
FromSolutionEntitySelector::new(0),
1, 3,
list_len,
sublist_remove,
sublist_insert,
"visits",
0,
);
```
*/

use std::fmt::Debug;
use std::marker::PhantomData;

use solverforge_core::domain::PlanningSolution;
use solverforge_scoring::Director;

use crate::heuristic::r#move::SublistChangeMove;

use super::entity::EntitySelector;
use super::list_support::{collect_selected_entities, ordered_index};
use super::move_selector::{
    CandidateId, CandidateStore, MoveCandidateRef, MoveCursor, MoveSelector, MoveStreamContext,
};
use super::sublist_support::count_sublist_change_moves_for_len;

/// A move selector that generates sublist change (Or-opt) moves.
///
/// For each source entity and each valid segment `[start, start+len)`, generates
/// moves that insert the segment at every valid destination position in every
/// entity (including the source entity for intra-route relocation).
///
/// # Type Parameters
/// * `S` - The solution type
/// * `V` - The list element type
/// * `ES` - The entity selector type
pub struct SublistChangeMoveSelector<S, V, ES> {
    entity_selector: ES,
    // Minimum segment size (inclusive). Usually 1.
    min_sublist_size: usize,
    // Maximum segment size (inclusive). Usually 3-5.
    max_sublist_size: usize,
    list_len: fn(&S, usize) -> usize,
    list_get: fn(&S, usize, usize) -> Option<V>,
    sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
    sublist_insert: fn(&mut S, usize, usize, Vec<V>),
    variable_name: &'static str,
    descriptor_index: usize,
    _phantom: PhantomData<(fn() -> S, fn() -> V)>,
}

enum SublistChangeStage {
    Intra,
    Inter,
}

pub struct SublistChangeMoveCursor<S, V>
where
    S: PlanningSolution,
    V: Clone + PartialEq + Send + Sync + Debug + 'static,
{
    store: CandidateStore<S, SublistChangeMove<S, V>>,
    entities: Vec<usize>,
    route_lens: Vec<usize>,
    context: MoveStreamContext,
    src_idx: usize,
    seg_start_offset: usize,
    seg_size_offset: usize,
    stage: SublistChangeStage,
    intra_dst_offset: usize,
    dst_idx: usize,
    inter_dst_offset: usize,
    min_seg: usize,
    max_seg: usize,
    list_len: fn(&S, usize) -> usize,
    list_get: fn(&S, usize, usize) -> Option<V>,
    sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
    sublist_insert: fn(&mut S, usize, usize, Vec<V>),
    variable_name: &'static str,
    descriptor_index: usize,
}

impl<S, V> SublistChangeMoveCursor<S, V>
where
    S: PlanningSolution,
    V: Clone + PartialEq + Send + Sync + Debug + 'static,
{
    #[allow(clippy::too_many_arguments)]
    fn new(
        entities: Vec<usize>,
        route_lens: Vec<usize>,
        context: MoveStreamContext,
        min_seg: usize,
        max_seg: usize,
        list_len: fn(&S, usize) -> usize,
        list_get: fn(&S, usize, usize) -> Option<V>,
        sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
        sublist_insert: fn(&mut S, usize, usize, Vec<V>),
        variable_name: &'static str,
        descriptor_index: usize,
    ) -> Self {
        Self {
            store: CandidateStore::new(),
            entities,
            route_lens,
            context,
            src_idx: 0,
            seg_start_offset: 0,
            seg_size_offset: 0,
            stage: SublistChangeStage::Intra,
            intra_dst_offset: 0,
            dst_idx: 0,
            inter_dst_offset: 0,
            min_seg,
            max_seg,
            list_len,
            list_get,
            sublist_remove,
            sublist_insert,
            variable_name,
            descriptor_index,
        }
    }

    fn segment_size_count(&self, src_len: usize, seg_start: usize) -> usize {
        let max_valid = self.max_seg.min(src_len.saturating_sub(seg_start));
        max_valid.saturating_sub(self.min_seg) + usize::from(max_valid >= self.min_seg)
    }

    fn current_segment(&self) -> Option<(usize, usize, usize, usize, usize)> {
        let src_entity = *self.entities.get(self.src_idx)?;
        let src_len = self.route_lens[self.src_idx];
        if src_len < self.min_seg {
            return Some((src_entity, src_len, 0, 0, 0));
        }
        let seg_start = ordered_index(
            self.seg_start_offset,
            src_len,
            self.context,
            0x5B15_7C4A_46E0_0002 ^ src_entity as u64 ^ self.descriptor_index as u64,
        );
        let size_count = self.segment_size_count(src_len, seg_start);
        if size_count == 0 {
            return Some((src_entity, src_len, seg_start, 0, 0));
        }
        let size_offset = ordered_index(
            self.seg_size_offset,
            size_count,
            self.context,
            0x5B15_7C4A_46E0_0003 ^ src_entity as u64 ^ seg_start as u64,
        );
        let seg_size = self.min_seg + size_offset;
        Some((
            src_entity,
            src_len,
            seg_start,
            seg_start + seg_size,
            seg_size,
        ))
    }

    fn advance_segment(&mut self) {
        let Some((_, src_len, seg_start, _, _)) = self.current_segment() else {
            return;
        };
        let size_count = self.segment_size_count(src_len, seg_start);
        self.seg_size_offset += 1;
        if self.seg_size_offset >= size_count {
            self.seg_size_offset = 0;
            self.seg_start_offset += 1;
        }
        while self.src_idx < self.route_lens.len()
            && self.seg_start_offset >= self.route_lens[self.src_idx]
        {
            self.src_idx += 1;
            self.seg_start_offset = 0;
            self.seg_size_offset = 0;
        }
        self.stage = SublistChangeStage::Intra;
        self.intra_dst_offset = 0;
        self.dst_idx = 0;
        self.inter_dst_offset = 0;
    }

    fn push_move(
        &mut self,
        src_entity: usize,
        seg_start: usize,
        seg_end: usize,
        dst_entity: usize,
        dst_pos: usize,
    ) -> CandidateId {
        self.store.push(SublistChangeMove::new(
            src_entity,
            seg_start,
            seg_end,
            dst_entity,
            dst_pos,
            self.list_len,
            self.list_get,
            self.sublist_remove,
            self.sublist_insert,
            self.variable_name,
            self.descriptor_index,
        ))
    }
}

impl<S, V> MoveCursor<S, SublistChangeMove<S, V>> for SublistChangeMoveCursor<S, V>
where
    S: PlanningSolution,
    V: Clone + PartialEq + Send + Sync + Debug + 'static,
{
    fn next_candidate(&mut self) -> Option<CandidateId> {
        loop {
            let (src_entity, src_len, seg_start, seg_end, seg_size) = self.current_segment()?;
            if src_len < self.min_seg || seg_size == 0 {
                self.advance_segment();
                continue;
            }

            match self.stage {
                SublistChangeStage::Intra => {
                    let post_removal_len = src_len - seg_size;
                    while self.intra_dst_offset <= post_removal_len {
                        let dst_pos = ordered_index(
                            self.intra_dst_offset,
                            post_removal_len + 1,
                            self.context,
                            0x5B15_7C4A_46E0_0004 ^ src_entity as u64 ^ seg_start as u64,
                        );
                        self.intra_dst_offset += 1;
                        if dst_pos == seg_start {
                            continue;
                        }
                        return Some(
                            self.push_move(src_entity, seg_start, seg_end, src_entity, dst_pos),
                        );
                    }
                    self.stage = SublistChangeStage::Inter;
                    self.dst_idx = 0;
                    self.inter_dst_offset = 0;
                }
                SublistChangeStage::Inter => {
                    while self.dst_idx < self.entities.len() {
                        if self.dst_idx == self.src_idx {
                            self.dst_idx += 1;
                            continue;
                        }
                        let dst_entity = self.entities[self.dst_idx];
                        let dst_len = self.route_lens[self.dst_idx];
                        if self.inter_dst_offset <= dst_len {
                            let dst_pos = ordered_index(
                                self.inter_dst_offset,
                                dst_len + 1,
                                self.context,
                                0x5B15_7C4A_46E0_0005
                                    ^ src_entity as u64
                                    ^ dst_entity as u64
                                    ^ seg_start as u64,
                            );
                            self.inter_dst_offset += 1;
                            return Some(
                                self.push_move(src_entity, seg_start, seg_end, dst_entity, dst_pos),
                            );
                        }
                        self.dst_idx += 1;
                        self.inter_dst_offset = 0;
                    }
                    self.advance_segment();
                }
            }
        }
    }

    fn candidate(
        &self,
        id: CandidateId,
    ) -> Option<MoveCandidateRef<'_, S, SublistChangeMove<S, V>>> {
        self.store.candidate(id)
    }

    fn take_candidate(&mut self, id: CandidateId) -> SublistChangeMove<S, V> {
        self.store.take_candidate(id)
    }
}

impl<S, V> Iterator for SublistChangeMoveCursor<S, V>
where
    S: PlanningSolution,
    V: Clone + PartialEq + Send + Sync + Debug + 'static,
{
    type Item = SublistChangeMove<S, V>;

    fn next(&mut self) -> Option<Self::Item> {
        let id = self.next_candidate()?;
        Some(self.take_candidate(id))
    }
}

impl<S, V: Debug, ES: Debug> Debug for SublistChangeMoveSelector<S, V, ES> {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        f.debug_struct("SublistChangeMoveSelector")
            .field("entity_selector", &self.entity_selector)
            .field("min_sublist_size", &self.min_sublist_size)
            .field("max_sublist_size", &self.max_sublist_size)
            .field("variable_name", &self.variable_name)
            .field("descriptor_index", &self.descriptor_index)
            .finish()
    }
}

impl<S, V, ES> SublistChangeMoveSelector<S, V, ES> {
    /* Creates a new sublist change move selector.

    # Arguments
    * `entity_selector` - Selects entities to generate moves for
    * `min_sublist_size` - Minimum segment length (must be ≥ 1)
    * `max_sublist_size` - Maximum segment length
    * `list_len` - Function to get list length
    * `sublist_remove` - Function to drain a range `[start, end)`, returning removed elements
    * `sublist_insert` - Function to insert a slice at a position
    * `variable_name` - Name of the list variable
    * `descriptor_index` - Entity descriptor index

    # Panics
    Panics if `min_sublist_size == 0` or `max_sublist_size < min_sublist_size`.
    */
    #[allow(clippy::too_many_arguments)]
    pub fn new(
        entity_selector: ES,
        min_sublist_size: usize,
        max_sublist_size: usize,
        list_len: fn(&S, usize) -> usize,
        list_get: fn(&S, usize, usize) -> Option<V>,
        sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
        sublist_insert: fn(&mut S, usize, usize, Vec<V>),
        variable_name: &'static str,
        descriptor_index: usize,
    ) -> Self {
        assert!(min_sublist_size >= 1, "min_sublist_size must be at least 1");
        assert!(
            max_sublist_size >= min_sublist_size,
            "max_sublist_size must be >= min_sublist_size"
        );
        Self {
            entity_selector,
            min_sublist_size,
            max_sublist_size,
            list_len,
            list_get,
            sublist_remove,
            sublist_insert,
            variable_name,
            descriptor_index,
            _phantom: PhantomData,
        }
    }
}

impl<S, V, ES> MoveSelector<S, SublistChangeMove<S, V>> for SublistChangeMoveSelector<S, V, ES>
where
    S: PlanningSolution,
    V: Clone + PartialEq + Send + Sync + Debug + 'static,
    ES: EntitySelector<S>,
{
    type Cursor<'a>
        = SublistChangeMoveCursor<S, V>
    where
        Self: 'a;

    fn open_cursor<'a, D: Director<S>>(&'a self, score_director: &D) -> Self::Cursor<'a> {
        self.open_cursor_with_context(score_director, MoveStreamContext::default())
    }

    fn open_cursor_with_context<'a, D: Director<S>>(
        &'a self,
        score_director: &D,
        context: MoveStreamContext,
    ) -> Self::Cursor<'a> {
        let mut selected =
            collect_selected_entities(&self.entity_selector, score_director, self.list_len);
        selected.apply_stream_order(
            context,
            0x5B15_7C4A_46E0_0001 ^ self.descriptor_index as u64,
        );
        SublistChangeMoveCursor::new(
            selected.entities,
            selected.route_lens,
            context,
            self.min_sublist_size,
            self.max_sublist_size,
            self.list_len,
            self.list_get,
            self.sublist_remove,
            self.sublist_insert,
            self.variable_name,
            self.descriptor_index,
        )
    }

    fn size<D: Director<S>>(&self, score_director: &D) -> usize {
        let selected =
            collect_selected_entities(&self.entity_selector, score_director, self.list_len);
        let total_elements = selected.route_lens.iter().sum::<usize>();
        let entity_count = selected.entities.len();

        selected
            .route_lens
            .iter()
            .map(|&route_len| {
                let inter_destinations =
                    total_elements.saturating_sub(route_len) + entity_count.saturating_sub(1);
                count_sublist_change_moves_for_len(
                    route_len,
                    inter_destinations,
                    self.min_sublist_size,
                    self.max_sublist_size,
                )
            })
            .sum()
    }
}