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solverforge_solver/heuristic/selector/
sublist_swap.rs

1/* Sublist swap move selector for segment exchange.
2
3Generates `SublistSwapMove`s that swap contiguous segments within or between
4list variables. Useful for balanced inter-route segment exchanges in VRP.
5
6# Complexity
7
8For n entities with average route length m and max segment size k:
9- Intra-entity pairs: O(n * m² * k²) — triangular over non-overlapping segments
10- Inter-entity pairs: O(n² * m² * k²) — all pairs across entities
11
12Use a forager that quits early for large instances.
13
14# Example
15
16```
17use solverforge_solver::heuristic::selector::sublist_swap::SublistSwapMoveSelector;
18use solverforge_solver::heuristic::selector::entity::FromSolutionEntitySelector;
19use solverforge_solver::heuristic::selector::MoveSelector;
20use solverforge_core::domain::PlanningSolution;
21use solverforge_core::score::SoftScore;
22
23#[derive(Clone, Debug)]
24struct Vehicle { visits: Vec<i32> }
25
26#[derive(Clone, Debug)]
27struct Solution { vehicles: Vec<Vehicle>, score: Option<SoftScore> }
28
29impl PlanningSolution for Solution {
30type Score = SoftScore;
31fn score(&self) -> Option<Self::Score> { self.score }
32fn set_score(&mut self, score: Option<Self::Score>) { self.score = score; }
33}
34
35fn list_len(s: &Solution, entity_idx: usize) -> usize {
36s.vehicles.get(entity_idx).map_or(0, |v| v.visits.len())
37}
38fn sublist_remove(s: &mut Solution, entity_idx: usize, start: usize, end: usize) -> Vec<i32> {
39s.vehicles.get_mut(entity_idx)
40.map(|v| v.visits.drain(start..end).collect())
41.unwrap_or_default()
42}
43fn sublist_insert(s: &mut Solution, entity_idx: usize, pos: usize, items: Vec<i32>) {
44if let Some(v) = s.vehicles.get_mut(entity_idx) {
45for (i, item) in items.into_iter().enumerate() {
46v.visits.insert(pos + i, item);
47}
48}
49}
50
51// Swap segments of size 1..=3 between routes
52let selector = SublistSwapMoveSelector::<Solution, i32, _>::new(
53FromSolutionEntitySelector::new(0),
541, 3,
55list_len,
56sublist_remove,
57sublist_insert,
58"visits",
590,
60);
61```
62*/
63
64use std::fmt::Debug;
65use std::marker::PhantomData;
66
67use solverforge_core::domain::PlanningSolution;
68use solverforge_scoring::Director;
69
70use crate::heuristic::r#move::SublistSwapMove;
71
72use super::entity::EntitySelector;
73use super::list_support::collect_selected_entities;
74use super::move_selector::{ArenaMoveCursor, MoveSelector};
75use super::sublist_support::{count_intra_sublist_swap_moves_for_len, count_sublist_segments};
76
77/// A move selector that generates sublist swap moves.
78///
79/// For each pair of segments (which may span different entities), generates
80/// a swap move. Intra-entity swaps require non-overlapping segments.
81///
82/// # Type Parameters
83/// * `S` - The solution type
84/// * `V` - The list element type
85/// * `ES` - The entity selector type
86pub struct SublistSwapMoveSelector<S, V, ES> {
87    entity_selector: ES,
88    // Minimum segment size (inclusive).
89    min_sublist_size: usize,
90    // Maximum segment size (inclusive).
91    max_sublist_size: usize,
92    list_len: fn(&S, usize) -> usize,
93    list_get: fn(&S, usize, usize) -> Option<V>,
94    sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
95    sublist_insert: fn(&mut S, usize, usize, Vec<V>),
96    variable_name: &'static str,
97    descriptor_index: usize,
98    _phantom: PhantomData<(fn() -> S, fn() -> V)>,
99}
100
101impl<S, V: Debug, ES: Debug> Debug for SublistSwapMoveSelector<S, V, ES> {
102    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
103        f.debug_struct("SublistSwapMoveSelector")
104            .field("entity_selector", &self.entity_selector)
105            .field("min_sublist_size", &self.min_sublist_size)
106            .field("max_sublist_size", &self.max_sublist_size)
107            .field("variable_name", &self.variable_name)
108            .field("descriptor_index", &self.descriptor_index)
109            .finish()
110    }
111}
112
113impl<S, V, ES> SublistSwapMoveSelector<S, V, ES> {
114    /* Creates a new sublist swap move selector.
115
116    # Arguments
117    * `entity_selector` - Selects entities to consider for swaps
118    * `min_sublist_size` - Minimum segment length (must be ≥ 1)
119    * `max_sublist_size` - Maximum segment length
120    * `list_len` - Function to get list length for an entity
121    * `sublist_remove` - Function to drain range `[start, end)`, returning elements
122    * `sublist_insert` - Function to insert elements at a position
123    * `variable_name` - Name of the list variable
124    * `descriptor_index` - Entity descriptor index
125
126    # Panics
127    Panics if `min_sublist_size == 0` or `max_sublist_size < min_sublist_size`.
128    */
129    #[allow(clippy::too_many_arguments)]
130    pub fn new(
131        entity_selector: ES,
132        min_sublist_size: usize,
133        max_sublist_size: usize,
134        list_len: fn(&S, usize) -> usize,
135        list_get: fn(&S, usize, usize) -> Option<V>,
136        sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
137        sublist_insert: fn(&mut S, usize, usize, Vec<V>),
138        variable_name: &'static str,
139        descriptor_index: usize,
140    ) -> Self {
141        assert!(min_sublist_size >= 1, "min_sublist_size must be at least 1");
142        assert!(
143            max_sublist_size >= min_sublist_size,
144            "max_sublist_size must be >= min_sublist_size"
145        );
146        Self {
147            entity_selector,
148            min_sublist_size,
149            max_sublist_size,
150            list_len,
151            list_get,
152            sublist_remove,
153            sublist_insert,
154            variable_name,
155            descriptor_index,
156            _phantom: PhantomData,
157        }
158    }
159}
160
161impl<S, V, ES> MoveSelector<S, SublistSwapMove<S, V>> for SublistSwapMoveSelector<S, V, ES>
162where
163    S: PlanningSolution,
164    V: Clone + PartialEq + Send + Sync + Debug + 'static,
165    ES: EntitySelector<S>,
166{
167    type Cursor<'a>
168        = ArenaMoveCursor<S, SublistSwapMove<S, V>>
169    where
170        Self: 'a;
171
172    fn open_cursor<'a, D: Director<S>>(&'a self, score_director: &D) -> Self::Cursor<'a> {
173        let list_len = self.list_len;
174        let sublist_remove = self.sublist_remove;
175        let sublist_insert = self.sublist_insert;
176        let variable_name = self.variable_name;
177        let descriptor_index = self.descriptor_index;
178        let min_seg = self.min_sublist_size;
179        let max_seg = self.max_sublist_size;
180
181        let selected = collect_selected_entities(&self.entity_selector, score_director, list_len);
182        let entities = selected.entities;
183        let route_lens = selected.route_lens;
184        let mut moves = Vec::new();
185        let list_get = self.list_get;
186
187        for (i, &entity_a) in entities.iter().enumerate() {
188            let len_a = route_lens[i];
189
190            for first_start in 0..len_a {
191                for first_size in min_seg..=max_seg {
192                    let first_end = first_start + first_size;
193                    if first_end > len_a {
194                        break;
195                    }
196
197                    for second_start in first_end..len_a {
198                        for second_size in min_seg..=max_seg {
199                            let second_end = second_start + second_size;
200                            if second_end > len_a {
201                                break;
202                            }
203                            moves.push(SublistSwapMove::new(
204                                entity_a,
205                                first_start,
206                                first_end,
207                                entity_a,
208                                second_start,
209                                second_end,
210                                list_len,
211                                list_get,
212                                sublist_remove,
213                                sublist_insert,
214                                variable_name,
215                                descriptor_index,
216                            ));
217                        }
218                    }
219                }
220            }
221
222            for (j, &entity_b) in entities.iter().enumerate() {
223                if j <= i {
224                    continue;
225                }
226                let len_b = route_lens[j];
227                if len_b == 0 {
228                    continue;
229                }
230
231                for first_start in 0..len_a {
232                    for first_size in min_seg..=max_seg {
233                        let first_end = first_start + first_size;
234                        if first_end > len_a {
235                            break;
236                        }
237
238                        for second_start in 0..len_b {
239                            for second_size in min_seg..=max_seg {
240                                let second_end = second_start + second_size;
241                                if second_end > len_b {
242                                    break;
243                                }
244                                moves.push(SublistSwapMove::new(
245                                    entity_a,
246                                    first_start,
247                                    first_end,
248                                    entity_b,
249                                    second_start,
250                                    second_end,
251                                    list_len,
252                                    list_get,
253                                    sublist_remove,
254                                    sublist_insert,
255                                    variable_name,
256                                    descriptor_index,
257                                ));
258                            }
259                        }
260                    }
261                }
262            }
263        }
264
265        ArenaMoveCursor::from_moves(moves)
266    }
267
268    fn size<D: Director<S>>(&self, score_director: &D) -> usize {
269        let selected =
270            collect_selected_entities(&self.entity_selector, score_director, self.list_len);
271        let segment_counts: Vec<usize> = selected
272            .route_lens
273            .iter()
274            .map(|&route_len| {
275                count_sublist_segments(route_len, self.min_sublist_size, self.max_sublist_size)
276            })
277            .collect();
278        let intra: usize = selected
279            .route_lens
280            .iter()
281            .map(|&route_len| {
282                count_intra_sublist_swap_moves_for_len(
283                    route_len,
284                    self.min_sublist_size,
285                    self.max_sublist_size,
286                )
287            })
288            .sum();
289        let inter: usize = (0..selected.route_lens.len())
290            .flat_map(|left| (left + 1..selected.route_lens.len()).map(move |right| (left, right)))
291            .map(|(left, right)| segment_counts[left] * segment_counts[right])
292            .sum();
293        intra + inter
294    }
295}