solverforge_solver/heuristic/selector/sublist_change.rs
1/* Sublist change move selector for segment relocation (Or-opt).
2
3Generates `SublistChangeMove`s that relocate contiguous segments within or
4between list variables. The Or-opt family of moves (segments of size 1, 2, 3, …)
5is among the most effective VRP improvements after basic 2-opt.
6
7# Complexity
8
9For n entities with average route length m and max segment size k:
10- Intra-entity: O(n * m * k) sources × O(m) destinations
11- Inter-entity: O(n * m * k) sources × O(n * m) destinations
12- Total: O(n² * m² * k)
13
14Use a forager that quits early (`FirstAccepted`, `AcceptedCount`) to keep
15iteration practical for large instances.
16
17# Example
18
19```
20use solverforge_solver::heuristic::selector::sublist_change::SublistChangeMoveSelector;
21use solverforge_solver::heuristic::selector::entity::FromSolutionEntitySelector;
22use solverforge_solver::heuristic::selector::MoveSelector;
23use solverforge_core::domain::PlanningSolution;
24use solverforge_core::score::SoftScore;
25
26#[derive(Clone, Debug)]
27struct Vehicle { visits: Vec<i32> }
28
29#[derive(Clone, Debug)]
30struct Solution { vehicles: Vec<Vehicle>, score: Option<SoftScore> }
31
32impl PlanningSolution for Solution {
33type Score = SoftScore;
34fn score(&self) -> Option<Self::Score> { self.score }
35fn set_score(&mut self, score: Option<Self::Score>) { self.score = score; }
36}
37
38fn list_len(s: &Solution, entity_idx: usize) -> usize {
39s.vehicles.get(entity_idx).map_or(0, |v| v.visits.len())
40}
41fn sublist_remove(s: &mut Solution, entity_idx: usize, start: usize, end: usize) -> Vec<i32> {
42s.vehicles.get_mut(entity_idx)
43.map(|v| v.visits.drain(start..end).collect())
44.unwrap_or_default()
45}
46fn sublist_insert(s: &mut Solution, entity_idx: usize, pos: usize, items: Vec<i32>) {
47if let Some(v) = s.vehicles.get_mut(entity_idx) {
48for (i, item) in items.into_iter().enumerate() {
49v.visits.insert(pos + i, item);
50}
51}
52}
53
54// Or-opt: relocate segments of size 1..=3
55let selector = SublistChangeMoveSelector::<Solution, i32, _>::new(
56FromSolutionEntitySelector::new(0),
571, 3,
58list_len,
59sublist_remove,
60sublist_insert,
61"visits",
620,
63);
64```
65*/
66
67use std::fmt::Debug;
68use std::marker::PhantomData;
69
70use solverforge_core::domain::PlanningSolution;
71use solverforge_scoring::Director;
72
73use crate::heuristic::r#move::SublistChangeMove;
74
75use super::entity::EntitySelector;
76use super::list_support::collect_selected_entities;
77use super::move_selector::{ArenaMoveCursor, MoveSelector};
78use super::sublist_support::count_sublist_change_moves_for_len;
79
80/// A move selector that generates sublist change (Or-opt) moves.
81///
82/// For each source entity and each valid segment `[start, start+len)`, generates
83/// moves that insert the segment at every valid destination position in every
84/// entity (including the source entity for intra-route relocation).
85///
86/// # Type Parameters
87/// * `S` - The solution type
88/// * `V` - The list element type
89/// * `ES` - The entity selector type
90pub struct SublistChangeMoveSelector<S, V, ES> {
91 entity_selector: ES,
92 // Minimum segment size (inclusive). Usually 1.
93 min_sublist_size: usize,
94 // Maximum segment size (inclusive). Usually 3-5.
95 max_sublist_size: usize,
96 list_len: fn(&S, usize) -> usize,
97 list_get: fn(&S, usize, usize) -> Option<V>,
98 sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
99 sublist_insert: fn(&mut S, usize, usize, Vec<V>),
100 variable_name: &'static str,
101 descriptor_index: usize,
102 _phantom: PhantomData<(fn() -> S, fn() -> V)>,
103}
104
105impl<S, V: Debug, ES: Debug> Debug for SublistChangeMoveSelector<S, V, ES> {
106 fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
107 f.debug_struct("SublistChangeMoveSelector")
108 .field("entity_selector", &self.entity_selector)
109 .field("min_sublist_size", &self.min_sublist_size)
110 .field("max_sublist_size", &self.max_sublist_size)
111 .field("variable_name", &self.variable_name)
112 .field("descriptor_index", &self.descriptor_index)
113 .finish()
114 }
115}
116
117impl<S, V, ES> SublistChangeMoveSelector<S, V, ES> {
118 /* Creates a new sublist change move selector.
119
120 # Arguments
121 * `entity_selector` - Selects entities to generate moves for
122 * `min_sublist_size` - Minimum segment length (must be ≥ 1)
123 * `max_sublist_size` - Maximum segment length
124 * `list_len` - Function to get list length
125 * `sublist_remove` - Function to drain a range `[start, end)`, returning removed elements
126 * `sublist_insert` - Function to insert a slice at a position
127 * `variable_name` - Name of the list variable
128 * `descriptor_index` - Entity descriptor index
129
130 # Panics
131 Panics if `min_sublist_size == 0` or `max_sublist_size < min_sublist_size`.
132 */
133 #[allow(clippy::too_many_arguments)]
134 pub fn new(
135 entity_selector: ES,
136 min_sublist_size: usize,
137 max_sublist_size: usize,
138 list_len: fn(&S, usize) -> usize,
139 list_get: fn(&S, usize, usize) -> Option<V>,
140 sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
141 sublist_insert: fn(&mut S, usize, usize, Vec<V>),
142 variable_name: &'static str,
143 descriptor_index: usize,
144 ) -> Self {
145 assert!(min_sublist_size >= 1, "min_sublist_size must be at least 1");
146 assert!(
147 max_sublist_size >= min_sublist_size,
148 "max_sublist_size must be >= min_sublist_size"
149 );
150 Self {
151 entity_selector,
152 min_sublist_size,
153 max_sublist_size,
154 list_len,
155 list_get,
156 sublist_remove,
157 sublist_insert,
158 variable_name,
159 descriptor_index,
160 _phantom: PhantomData,
161 }
162 }
163}
164
165impl<S, V, ES> MoveSelector<S, SublistChangeMove<S, V>> for SublistChangeMoveSelector<S, V, ES>
166where
167 S: PlanningSolution,
168 V: Clone + PartialEq + Send + Sync + Debug + 'static,
169 ES: EntitySelector<S>,
170{
171 type Cursor<'a>
172 = ArenaMoveCursor<S, SublistChangeMove<S, V>>
173 where
174 Self: 'a;
175
176 fn open_cursor<'a, D: Director<S>>(&'a self, score_director: &D) -> Self::Cursor<'a> {
177 let list_len = self.list_len;
178 let sublist_remove = self.sublist_remove;
179 let sublist_insert = self.sublist_insert;
180 let variable_name = self.variable_name;
181 let descriptor_index = self.descriptor_index;
182 let min_seg = self.min_sublist_size;
183 let max_seg = self.max_sublist_size;
184
185 let selected = collect_selected_entities(&self.entity_selector, score_director, list_len);
186 let entities = selected.entities;
187 let route_lens = selected.route_lens;
188 let mut moves = Vec::new();
189 let list_get = self.list_get;
190
191 for (src_idx, &src_entity) in entities.iter().enumerate() {
192 let src_len = route_lens[src_idx];
193
194 for seg_start in 0..src_len {
195 for seg_size in min_seg..=max_seg {
196 let seg_end = seg_start + seg_size;
197 if seg_end > src_len {
198 break;
199 }
200
201 let post_removal_len = src_len - seg_size;
202 for dst_pos in 0..=post_removal_len {
203 if dst_pos == seg_start {
204 continue;
205 }
206 moves.push(SublistChangeMove::new(
207 src_entity,
208 seg_start,
209 seg_end,
210 src_entity,
211 dst_pos,
212 list_len,
213 list_get,
214 sublist_remove,
215 sublist_insert,
216 variable_name,
217 descriptor_index,
218 ));
219 }
220
221 for (dst_idx, &dst_entity) in entities.iter().enumerate() {
222 if dst_idx == src_idx {
223 continue;
224 }
225 let dst_len = route_lens[dst_idx];
226 for dst_pos in 0..=dst_len {
227 moves.push(SublistChangeMove::new(
228 src_entity,
229 seg_start,
230 seg_end,
231 dst_entity,
232 dst_pos,
233 list_len,
234 list_get,
235 sublist_remove,
236 sublist_insert,
237 variable_name,
238 descriptor_index,
239 ));
240 }
241 }
242 }
243 }
244 }
245
246 ArenaMoveCursor::from_moves(moves)
247 }
248
249 fn size<D: Director<S>>(&self, score_director: &D) -> usize {
250 let selected =
251 collect_selected_entities(&self.entity_selector, score_director, self.list_len);
252 let total_elements = selected.route_lens.iter().sum::<usize>();
253 let entity_count = selected.entities.len();
254
255 selected
256 .route_lens
257 .iter()
258 .map(|&route_len| {
259 let inter_destinations =
260 total_elements.saturating_sub(route_len) + entity_count.saturating_sub(1);
261 count_sublist_change_moves_for_len(
262 route_len,
263 inter_destinations,
264 self.min_sublist_size,
265 self.max_sublist_size,
266 )
267 })
268 .sum()
269 }
270}