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}