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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::{ListMoveImpl, SubListSwapMove};
71
72use super::entity::EntitySelector;
73use super::typed_move_selector::MoveSelector;
74
75/// A move selector that generates sublist swap moves.
76///
77/// For each pair of segments (which may span different entities), generates
78/// a swap move. Intra-entity swaps require non-overlapping segments.
79///
80/// # Type Parameters
81/// * `S` - The solution type
82/// * `V` - The list element type
83/// * `ES` - The entity selector type
84pub struct SubListSwapMoveSelector<S, V, ES> {
85    entity_selector: ES,
86    // Minimum segment size (inclusive).
87    min_sublist_size: usize,
88    // Maximum segment size (inclusive).
89    max_sublist_size: usize,
90    list_len: fn(&S, usize) -> usize,
91    sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
92    sublist_insert: fn(&mut S, usize, usize, Vec<V>),
93    variable_name: &'static str,
94    descriptor_index: usize,
95    _phantom: PhantomData<(fn() -> S, fn() -> V)>,
96}
97
98impl<S, V: Debug, ES: Debug> Debug for SubListSwapMoveSelector<S, V, ES> {
99    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
100        f.debug_struct("SubListSwapMoveSelector")
101            .field("entity_selector", &self.entity_selector)
102            .field("min_sublist_size", &self.min_sublist_size)
103            .field("max_sublist_size", &self.max_sublist_size)
104            .field("variable_name", &self.variable_name)
105            .field("descriptor_index", &self.descriptor_index)
106            .finish()
107    }
108}
109
110impl<S, V, ES> SubListSwapMoveSelector<S, V, ES> {
111    /* Creates a new sublist swap move selector.
112
113    # Arguments
114    * `entity_selector` - Selects entities to consider for swaps
115    * `min_sublist_size` - Minimum segment length (must be ≥ 1)
116    * `max_sublist_size` - Maximum segment length
117    * `list_len` - Function to get list length for an entity
118    * `sublist_remove` - Function to drain range `[start, end)`, returning elements
119    * `sublist_insert` - Function to insert elements at a position
120    * `variable_name` - Name of the list variable
121    * `descriptor_index` - Entity descriptor index
122
123    # Panics
124    Panics if `min_sublist_size == 0` or `max_sublist_size < min_sublist_size`.
125    */
126    #[allow(clippy::too_many_arguments)]
127    pub fn new(
128        entity_selector: ES,
129        min_sublist_size: usize,
130        max_sublist_size: usize,
131        list_len: fn(&S, usize) -> usize,
132        sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
133        sublist_insert: fn(&mut S, usize, usize, Vec<V>),
134        variable_name: &'static str,
135        descriptor_index: usize,
136    ) -> Self {
137        assert!(min_sublist_size >= 1, "min_sublist_size must be at least 1");
138        assert!(
139            max_sublist_size >= min_sublist_size,
140            "max_sublist_size must be >= min_sublist_size"
141        );
142        Self {
143            entity_selector,
144            min_sublist_size,
145            max_sublist_size,
146            list_len,
147            sublist_remove,
148            sublist_insert,
149            variable_name,
150            descriptor_index,
151            _phantom: PhantomData,
152        }
153    }
154}
155
156impl<S, V, ES> MoveSelector<S, SubListSwapMove<S, V>> for SubListSwapMoveSelector<S, V, ES>
157where
158    S: PlanningSolution,
159    V: Clone + PartialEq + Send + Sync + Debug + 'static,
160    ES: EntitySelector<S>,
161{
162    fn iter_moves<'a, D: Director<S>>(
163        &'a self,
164        score_director: &'a D,
165    ) -> impl Iterator<Item = SubListSwapMove<S, V>> + 'a {
166        let solution = score_director.working_solution();
167        let list_len = self.list_len;
168        let sublist_remove = self.sublist_remove;
169        let sublist_insert = self.sublist_insert;
170        let variable_name = self.variable_name;
171        let descriptor_index = self.descriptor_index;
172        let min_seg = self.min_sublist_size;
173        let max_seg = self.max_sublist_size;
174
175        let entities: Vec<usize> = self
176            .entity_selector
177            .iter(score_director)
178            .map(|r| r.entity_index)
179            .collect();
180
181        let route_lens: Vec<usize> = entities.iter().map(|&e| list_len(solution, e)).collect();
182
183        let mut moves = Vec::new();
184
185        for (i, &entity_a) in entities.iter().enumerate() {
186            let len_a = route_lens[i];
187
188            // Intra-entity: pairs of non-overlapping segments in entity_a
189            // Enumerate all valid first segments, then all non-overlapping second segments
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                    // Second segment must not overlap: second_start >= first_end
198                    for second_start in first_end..len_a {
199                        for second_size in min_seg..=max_seg {
200                            let second_end = second_start + second_size;
201                            if second_end > len_a {
202                                break;
203                            }
204                            moves.push(SubListSwapMove::new(
205                                entity_a,
206                                first_start,
207                                first_end,
208                                entity_a,
209                                second_start,
210                                second_end,
211                                list_len,
212                                sublist_remove,
213                                sublist_insert,
214                                variable_name,
215                                descriptor_index,
216                            ));
217                        }
218                    }
219                }
220            }
221
222            // Inter-entity: all segment pairs between entity_a and entity_b (b > a)
223            for (j, &entity_b) in entities.iter().enumerate() {
224                if j <= i {
225                    continue;
226                }
227                let len_b = route_lens[j];
228                if len_b == 0 {
229                    continue;
230                }
231
232                for first_start in 0..len_a {
233                    for first_size in min_seg..=max_seg {
234                        let first_end = first_start + first_size;
235                        if first_end > len_a {
236                            break;
237                        }
238
239                        for second_start in 0..len_b {
240                            for second_size in min_seg..=max_seg {
241                                let second_end = second_start + second_size;
242                                if second_end > len_b {
243                                    break;
244                                }
245                                moves.push(SubListSwapMove::new(
246                                    entity_a,
247                                    first_start,
248                                    first_end,
249                                    entity_b,
250                                    second_start,
251                                    second_end,
252                                    list_len,
253                                    sublist_remove,
254                                    sublist_insert,
255                                    variable_name,
256                                    descriptor_index,
257                                ));
258                            }
259                        }
260                    }
261                }
262            }
263        }
264
265        moves.into_iter()
266    }
267
268    fn size<D: Director<S>>(&self, score_director: &D) -> usize {
269        let solution = score_director.working_solution();
270        let list_len = self.list_len;
271
272        let entities: Vec<usize> = self
273            .entity_selector
274            .iter(score_director)
275            .map(|r| r.entity_index)
276            .collect();
277
278        let route_lens: Vec<usize> = entities.iter().map(|&e| list_len(solution, e)).collect();
279        let n = entities.len();
280        if n == 0 {
281            return 0;
282        }
283
284        let k_range = self.max_sublist_size - self.min_sublist_size + 1;
285        let total_elements: usize = route_lens.iter().sum();
286        let avg_len = total_elements / n;
287        // Rough estimate: n * avg_len * k * (avg_len * k + (n-1) * avg_len * k) / 2
288        n * avg_len * k_range * avg_len.max(1) * k_range * (n + 1) / 2
289    }
290}
291
292/// Wraps a `SubListSwapMoveSelector` to yield `ListMoveImpl::SubListSwap`.
293pub struct ListMoveSubListSwapSelector<S, V, ES> {
294    inner: SubListSwapMoveSelector<S, V, ES>,
295}
296
297impl<S, V: Debug, ES: Debug> Debug for ListMoveSubListSwapSelector<S, V, ES> {
298    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
299        f.debug_struct("ListMoveSubListSwapSelector")
300            .field("inner", &self.inner)
301            .finish()
302    }
303}
304
305impl<S, V, ES> ListMoveSubListSwapSelector<S, V, ES> {
306    /// Wraps an existing [`SubListSwapMoveSelector`].
307    pub fn new(inner: SubListSwapMoveSelector<S, V, ES>) -> Self {
308        Self { inner }
309    }
310}
311
312impl<S, V, ES> MoveSelector<S, ListMoveImpl<S, V>> for ListMoveSubListSwapSelector<S, V, ES>
313where
314    S: PlanningSolution,
315    V: Clone + PartialEq + Send + Sync + Debug + 'static,
316    ES: EntitySelector<S>,
317{
318    fn iter_moves<'a, D: Director<S>>(
319        &'a self,
320        score_director: &'a D,
321    ) -> impl Iterator<Item = ListMoveImpl<S, V>> + 'a {
322        self.inner
323            .iter_moves(score_director)
324            .map(ListMoveImpl::SubListSwap)
325    }
326
327    fn size<D: Director<S>>(&self, score_director: &D) -> usize {
328        self.inner.size(score_director)
329    }
330}