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solverforge_solver/heuristic/selector/
list_change.rs

1/* List change move selector for element relocation.
2
3Generates `ListChangeMove`s that relocate elements within or between list variables.
4Essential for vehicle routing and scheduling problems.
5
6# Example
7
8```
9use solverforge_solver::heuristic::selector::list_change::ListChangeMoveSelector;
10use solverforge_solver::heuristic::selector::entity::FromSolutionEntitySelector;
11use solverforge_solver::heuristic::selector::MoveSelector;
12use solverforge_core::domain::PlanningSolution;
13use solverforge_core::score::SoftScore;
14
15#[derive(Clone, Debug)]
16struct Vehicle { visits: Vec<i32> }
17
18#[derive(Clone, Debug)]
19struct Solution { vehicles: Vec<Vehicle>, score: Option<SoftScore> }
20
21impl PlanningSolution for Solution {
22type Score = SoftScore;
23fn score(&self) -> Option<Self::Score> { self.score }
24fn set_score(&mut self, score: Option<Self::Score>) { self.score = score; }
25}
26
27fn list_len(s: &Solution, entity_idx: usize) -> usize {
28s.vehicles.get(entity_idx).map_or(0, |v| v.visits.len())
29}
30fn list_remove(s: &mut Solution, entity_idx: usize, pos: usize) -> Option<i32> {
31s.vehicles.get_mut(entity_idx).map(|v| v.visits.remove(pos))
32}
33fn list_insert(s: &mut Solution, entity_idx: usize, pos: usize, val: i32) {
34if let Some(v) = s.vehicles.get_mut(entity_idx) { v.visits.insert(pos, val); }
35}
36
37let selector = ListChangeMoveSelector::<Solution, i32, _>::new(
38FromSolutionEntitySelector::new(0),
39list_len,
40list_remove,
41list_insert,
42"visits",
430,
44);
45```
46*/
47
48use std::fmt::Debug;
49use std::marker::PhantomData;
50
51use solverforge_core::domain::PlanningSolution;
52use solverforge_scoring::Director;
53
54use crate::heuristic::r#move::ListChangeMove;
55use crate::list_placement::{selected_owner_allows, OwnerRestriction, SelectedOwnerRestrictions};
56
57use super::entity::EntitySelector;
58use super::list_support::{collect_selected_entities, ordered_index};
59use super::move_selector::{
60    CandidateId, CandidateStore, MoveCandidateRef, MoveCursor, MoveSelector, MoveStreamContext,
61};
62use super::precedence_route::{PrecedenceRouteGraph, PrecedenceRouteHooks};
63
64/// A move selector that generates list change moves.
65///
66/// Enumerates all valid (source_entity, source_pos, dest_entity, dest_pos)
67/// combinations for relocating elements within or between list variables.
68///
69/// # Type Parameters
70/// * `S` - The solution type
71/// * `V` - The list element type
72///
73/// # Complexity
74///
75/// For n entities with average route length m:
76/// - Intra-entity moves: O(n * m * m)
77/// - Inter-entity moves: O(n * n * m * m)
78/// - Total: O(n² * m²) worst case
79///
80/// Use with a forager that quits early for better performance.
81pub struct ListChangeMoveSelector<S, V, ES> {
82    // Selects entities (vehicles) for moves.
83    entity_selector: ES,
84    list_len: fn(&S, usize) -> usize,
85    // Read element by position for exact move/value tabu metadata.
86    list_get: fn(&S, usize, usize) -> Option<V>,
87    // Remove element at position.
88    list_remove: fn(&mut S, usize, usize) -> Option<V>,
89    // Insert element at position.
90    list_insert: fn(&mut S, usize, usize, V),
91    element_owner_fn: Option<fn(&S, &V) -> Option<usize>>,
92    precedence_route_hooks: Option<PrecedenceRouteHooks<S, V>>,
93    // Variable name for notifications.
94    variable_name: &'static str,
95    // Entity descriptor index.
96    descriptor_index: usize,
97    _phantom: PhantomData<(fn() -> S, fn() -> V)>,
98}
99
100enum ListChangeStage {
101    Intra,
102    Inter,
103}
104
105pub struct ListChangeMoveCursor<S, V>
106where
107    S: PlanningSolution,
108    V: Clone + PartialEq + Send + Sync + Debug + 'static,
109{
110    store: CandidateStore<S, ListChangeMove<S, V>>,
111    entities: Vec<usize>,
112    route_lens: Vec<usize>,
113    context: MoveStreamContext,
114    src_idx: usize,
115    src_pos_offset: usize,
116    stage: ListChangeStage,
117    intra_dst_offset: usize,
118    dst_idx: usize,
119    inter_dst_pos_offset: usize,
120    list_len: fn(&S, usize) -> usize,
121    list_get: fn(&S, usize, usize) -> Option<V>,
122    list_remove: fn(&mut S, usize, usize) -> Option<V>,
123    list_insert: fn(&mut S, usize, usize, V),
124    element_owners: Option<Vec<Vec<OwnerRestriction>>>,
125    fixed_to_current_entity: bool,
126    precedence_route_graph: Option<PrecedenceRouteGraph>,
127    variable_name: &'static str,
128    descriptor_index: usize,
129}
130
131impl<S, V> ListChangeMoveCursor<S, V>
132where
133    S: PlanningSolution,
134    V: Clone + PartialEq + Send + Sync + Debug + 'static,
135{
136    #[allow(clippy::too_many_arguments)]
137    fn new(
138        entities: Vec<usize>,
139        route_lens: Vec<usize>,
140        context: MoveStreamContext,
141        list_len: fn(&S, usize) -> usize,
142        list_get: fn(&S, usize, usize) -> Option<V>,
143        list_remove: fn(&mut S, usize, usize) -> Option<V>,
144        list_insert: fn(&mut S, usize, usize, V),
145        element_owners: Option<Vec<Vec<OwnerRestriction>>>,
146        fixed_to_current_entity: bool,
147        precedence_route_graph: Option<PrecedenceRouteGraph>,
148        variable_name: &'static str,
149        descriptor_index: usize,
150    ) -> Self {
151        Self {
152            store: CandidateStore::new(),
153            entities,
154            route_lens,
155            context,
156            src_idx: 0,
157            src_pos_offset: 0,
158            stage: ListChangeStage::Intra,
159            intra_dst_offset: 0,
160            dst_idx: 0,
161            inter_dst_pos_offset: 0,
162            list_len,
163            list_get,
164            list_remove,
165            list_insert,
166            element_owners,
167            fixed_to_current_entity,
168            precedence_route_graph,
169            variable_name,
170            descriptor_index,
171        }
172    }
173
174    pub(crate) fn with_precedence_route_graph(
175        mut self,
176        precedence_route_graph: Option<PrecedenceRouteGraph>,
177    ) -> Self {
178        self.precedence_route_graph = precedence_route_graph;
179        self
180    }
181
182    fn owner_allows_destination(&self, src_idx: usize, src_pos: usize, dst_entity: usize) -> bool {
183        self.element_owners
184            .as_ref()
185            .is_none_or(|owners| selected_owner_allows(owners, src_idx, src_pos, dst_entity))
186    }
187
188    fn current_source(&self) -> Option<(usize, usize, usize)> {
189        let src_entity = *self.entities.get(self.src_idx)?;
190        let src_len = self.route_lens[self.src_idx];
191        if src_len == 0 {
192            return Some((src_entity, src_len, 0));
193        }
194        let src_pos = ordered_index(
195            self.src_pos_offset,
196            src_len,
197            self.context,
198            0x1157_C4A4_6E00_0002 ^ src_entity as u64 ^ self.descriptor_index as u64,
199        );
200        Some((src_entity, src_len, src_pos))
201    }
202
203    fn advance_source_position(&mut self) {
204        self.src_pos_offset += 1;
205        self.stage = ListChangeStage::Intra;
206        self.intra_dst_offset = 0;
207        self.dst_idx = 0;
208        self.inter_dst_pos_offset = 0;
209
210        while self.src_idx < self.route_lens.len()
211            && self.src_pos_offset >= self.route_lens[self.src_idx]
212        {
213            self.src_idx += 1;
214            self.src_pos_offset = 0;
215        }
216    }
217
218    fn push_move(
219        &mut self,
220        src_entity: usize,
221        src_pos: usize,
222        dst_entity: usize,
223        dst_pos: usize,
224    ) -> CandidateId {
225        self.store.push(ListChangeMove::new(
226            src_entity,
227            src_pos,
228            dst_entity,
229            dst_pos,
230            self.list_len,
231            self.list_get,
232            self.list_remove,
233            self.list_insert,
234            self.variable_name,
235            self.descriptor_index,
236        ))
237    }
238}
239
240impl<S, V> MoveCursor<S, ListChangeMove<S, V>> for ListChangeMoveCursor<S, V>
241where
242    S: PlanningSolution,
243    V: Clone + PartialEq + Send + Sync + Debug + 'static,
244{
245    fn next_candidate(&mut self) -> Option<CandidateId> {
246        loop {
247            let (src_entity, src_len, src_pos) = self.current_source()?;
248            if src_len == 0 {
249                self.src_idx += 1;
250                continue;
251            }
252
253            match self.stage {
254                ListChangeStage::Intra => {
255                    while self.intra_dst_offset <= src_len {
256                        let dst_pos = ordered_index(
257                            self.intra_dst_offset,
258                            src_len + 1,
259                            self.context,
260                            0x1157_C4A4_6E00_0003 ^ src_entity as u64 ^ src_pos as u64,
261                        );
262                        self.intra_dst_offset += 1;
263                        if src_pos == dst_pos || dst_pos == src_pos + 1 {
264                            continue;
265                        }
266                        if self.element_owners.is_some()
267                            && !self.owner_allows_destination(self.src_idx, src_pos, src_entity)
268                        {
269                            continue;
270                        }
271                        if self.precedence_route_graph.as_ref().is_some_and(|graph| {
272                            graph.intra_list_change_introduces_cycle(src_entity, src_pos, dst_pos)
273                        }) {
274                            continue;
275                        }
276                        return Some(self.push_move(src_entity, src_pos, src_entity, dst_pos));
277                    }
278                    if self.fixed_to_current_entity {
279                        self.advance_source_position();
280                        continue;
281                    }
282                    self.stage = ListChangeStage::Inter;
283                    self.dst_idx = 0;
284                    self.inter_dst_pos_offset = 0;
285                }
286                ListChangeStage::Inter => {
287                    while self.dst_idx < self.entities.len() {
288                        if self.dst_idx == self.src_idx {
289                            self.dst_idx += 1;
290                            self.inter_dst_pos_offset = 0;
291                            continue;
292                        }
293                        let dst_entity = self.entities[self.dst_idx];
294                        let dst_len = self.route_lens[self.dst_idx];
295                        if self.inter_dst_pos_offset <= dst_len {
296                            let dst_pos = ordered_index(
297                                self.inter_dst_pos_offset,
298                                dst_len + 1,
299                                self.context,
300                                0x1157_C4A4_6E00_0004
301                                    ^ src_entity as u64
302                                    ^ dst_entity as u64
303                                    ^ src_pos as u64,
304                            );
305                            self.inter_dst_pos_offset += 1;
306                            if self.element_owners.is_some()
307                                && !self.owner_allows_destination(self.src_idx, src_pos, dst_entity)
308                            {
309                                continue;
310                            }
311                            return Some(self.push_move(src_entity, src_pos, dst_entity, dst_pos));
312                        }
313                        self.dst_idx += 1;
314                        self.inter_dst_pos_offset = 0;
315                    }
316                    self.advance_source_position();
317                }
318            }
319        }
320    }
321
322    fn candidate(&self, id: CandidateId) -> Option<MoveCandidateRef<'_, S, ListChangeMove<S, V>>> {
323        self.store.candidate(id)
324    }
325
326    fn take_candidate(&mut self, id: CandidateId) -> ListChangeMove<S, V> {
327        self.store.take_candidate(id)
328    }
329}
330
331impl<S, V> Iterator for ListChangeMoveCursor<S, V>
332where
333    S: PlanningSolution,
334    V: Clone + PartialEq + Send + Sync + Debug + 'static,
335{
336    type Item = ListChangeMove<S, V>;
337
338    fn next(&mut self) -> Option<Self::Item> {
339        let id = self.next_candidate()?;
340        Some(self.take_candidate(id))
341    }
342}
343
344impl<S, V: Debug, ES: Debug> Debug for ListChangeMoveSelector<S, V, ES> {
345    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
346        f.debug_struct("ListChangeMoveSelector")
347            .field("entity_selector", &self.entity_selector)
348            .field("variable_name", &self.variable_name)
349            .field("descriptor_index", &self.descriptor_index)
350            .finish()
351    }
352}
353
354impl<S, V, ES> ListChangeMoveSelector<S, V, ES> {
355    /// Creates a new list change move selector.
356    ///
357    /// # Arguments
358    /// * `entity_selector` - Selects entities to consider for moves
359    /// * `list_len` - Function to get list length for an entity
360    /// * `list_remove` - Function to remove element at position
361    /// * `list_insert` - Function to insert element at position
362    /// * `variable_name` - Name of the list variable
363    /// * `descriptor_index` - Entity descriptor index
364    pub fn new(
365        entity_selector: ES,
366        list_len: fn(&S, usize) -> usize,
367        list_get: fn(&S, usize, usize) -> Option<V>,
368        list_remove: fn(&mut S, usize, usize) -> Option<V>,
369        list_insert: fn(&mut S, usize, usize, V),
370        variable_name: &'static str,
371        descriptor_index: usize,
372    ) -> Self {
373        Self {
374            entity_selector,
375            list_len,
376            list_get,
377            list_remove,
378            list_insert,
379            element_owner_fn: None,
380            precedence_route_hooks: None,
381            variable_name,
382            descriptor_index,
383            _phantom: PhantomData,
384        }
385    }
386
387    pub fn with_element_owner_fn(
388        mut self,
389        element_owner_fn: Option<fn(&S, &V) -> Option<usize>>,
390    ) -> Self {
391        self.element_owner_fn = element_owner_fn;
392        self
393    }
394
395    pub(crate) fn with_precedence_route_hooks(
396        mut self,
397        precedence_route_hooks: Option<PrecedenceRouteHooks<S, V>>,
398    ) -> Self {
399        self.precedence_route_hooks = precedence_route_hooks;
400        self
401    }
402
403    pub(crate) fn precedence_route_hooks(&self) -> Option<PrecedenceRouteHooks<S, V>> {
404        self.precedence_route_hooks
405    }
406}
407
408impl<S, V, ES> MoveSelector<S, ListChangeMove<S, V>> for ListChangeMoveSelector<S, V, ES>
409where
410    S: PlanningSolution,
411    V: Clone + PartialEq + Send + Sync + Debug + 'static,
412    ES: EntitySelector<S>,
413{
414    type Cursor<'a>
415        = ListChangeMoveCursor<S, V>
416    where
417        Self: 'a;
418
419    fn open_cursor<'a, D: Director<S>>(&'a self, score_director: &D) -> Self::Cursor<'a> {
420        self.open_cursor_with_context(score_director, MoveStreamContext::default())
421    }
422
423    fn open_cursor_with_context<'a, D: Director<S>>(
424        &'a self,
425        score_director: &D,
426        context: MoveStreamContext,
427    ) -> Self::Cursor<'a> {
428        let mut selected =
429            collect_selected_entities(&self.entity_selector, score_director, self.list_len);
430        selected.apply_stream_order(
431            context,
432            0x1157_C4A4_6E00_0001 ^ self.descriptor_index as u64,
433        );
434        let owner_restrictions = crate::list_placement::selected_owner_restrictions(
435            self.element_owner_fn,
436            score_director.working_solution(),
437            score_director
438                .entity_count(self.descriptor_index)
439                .unwrap_or(0),
440            &selected.entities,
441            &selected.route_lens,
442            self.list_get,
443        );
444        let fixed_to_current_entity = owner_restrictions
445            .as_ref()
446            .is_some_and(SelectedOwnerRestrictions::is_fixed_to_current);
447        let element_owners = owner_restrictions.and_then(SelectedOwnerRestrictions::into_mixed);
448        ListChangeMoveCursor::new(
449            selected.entities,
450            selected.route_lens,
451            context,
452            self.list_len,
453            self.list_get,
454            self.list_remove,
455            self.list_insert,
456            element_owners,
457            fixed_to_current_entity,
458            None,
459            self.variable_name,
460            self.descriptor_index,
461        )
462    }
463
464    fn size<D: Director<S>>(&self, score_director: &D) -> usize {
465        let selected =
466            collect_selected_entities(&self.entity_selector, score_director, self.list_len);
467        let Some(owner_restrictions) = crate::list_placement::selected_owner_restrictions(
468            self.element_owner_fn,
469            score_director.working_solution(),
470            score_director
471                .entity_count(self.descriptor_index)
472                .unwrap_or(0),
473            &selected.entities,
474            &selected.route_lens,
475            self.list_get,
476        ) else {
477            return selected.list_change_move_capacity();
478        };
479
480        if owner_restrictions.is_fixed_to_current() {
481            return selected
482                .route_lens
483                .iter()
484                .map(|&src_len| src_len * list_change_intra_destination_count(src_len))
485                .sum();
486        }
487        let element_owners = owner_restrictions
488            .mixed()
489            .expect("non-fixed owner restrictions must retain mixed owner matrix");
490
491        let mut count = 0;
492        for (src_idx, (&src_entity, &src_len)) in selected
493            .entities
494            .iter()
495            .zip(selected.route_lens.iter())
496            .enumerate()
497        {
498            for src_pos in 0..src_len {
499                if selected_owner_allows(element_owners, src_idx, src_pos, src_entity) {
500                    count += list_change_intra_destination_count(src_len);
501                }
502                for (dst_idx, (&dst_entity, &dst_len)) in selected
503                    .entities
504                    .iter()
505                    .zip(selected.route_lens.iter())
506                    .enumerate()
507                {
508                    if dst_idx == src_idx {
509                        continue;
510                    }
511                    if selected_owner_allows(element_owners, src_idx, src_pos, dst_entity) {
512                        count += dst_len + 1;
513                    }
514                }
515            }
516        }
517        count
518    }
519}
520
521#[inline]
522fn list_change_intra_destination_count(src_len: usize) -> usize {
523    src_len.saturating_sub(1)
524}