solverforge_solver/heuristic/selector/sublist_change.rs
1//! Sublist change move selector for segment relocation (Or-opt).
2//!
3//! Generates `SubListChangeMove`s that relocate contiguous segments within or
4//! between list variables. The Or-opt family of moves (segments of size 1, 2, 3, …)
5//! is among the most effective VRP improvements after basic 2-opt.
6//!
7//! # Complexity
8//!
9//! For 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//!
14//! Use a forager that quits early (`FirstAccepted`, `AcceptedCount`) to keep
15//! iteration practical for large instances.
16//!
17//! # Example
18//!
19//! ```
20//! use solverforge_solver::heuristic::selector::sublist_change::SubListChangeMoveSelector;
21//! use solverforge_solver::heuristic::selector::entity::FromSolutionEntitySelector;
22//! use solverforge_solver::heuristic::selector::MoveSelector;
23//! use solverforge_core::domain::PlanningSolution;
24//! use solverforge_core::score::SimpleScore;
25//!
26//! #[derive(Clone, Debug)]
27//! struct Vehicle { visits: Vec<i32> }
28//!
29//! #[derive(Clone, Debug)]
30//! struct Solution { vehicles: Vec<Vehicle>, score: Option<SimpleScore> }
31//!
32//! impl PlanningSolution for Solution {
33//! type Score = SimpleScore;
34//! fn score(&self) -> Option<Self::Score> { self.score }
35//! fn set_score(&mut self, score: Option<Self::Score>) { self.score = score; }
36//! }
37//!
38//! fn list_len(s: &Solution, entity_idx: usize) -> usize {
39//! s.vehicles.get(entity_idx).map_or(0, |v| v.visits.len())
40//! }
41//! fn sublist_remove(s: &mut Solution, entity_idx: usize, start: usize, end: usize) -> Vec<i32> {
42//! s.vehicles.get_mut(entity_idx)
43//! .map(|v| v.visits.drain(start..end).collect())
44//! .unwrap_or_default()
45//! }
46//! fn sublist_insert(s: &mut Solution, entity_idx: usize, pos: usize, items: Vec<i32>) {
47//! if let Some(v) = s.vehicles.get_mut(entity_idx) {
48//! for (i, item) in items.into_iter().enumerate() {
49//! v.visits.insert(pos + i, item);
50//! }
51//! }
52//! }
53//!
54//! // Or-opt: relocate segments of size 1..=3
55//! let selector = SubListChangeMoveSelector::<Solution, i32, _>::new(
56//! FromSolutionEntitySelector::new(0),
57//! 1, 3,
58//! list_len,
59//! sublist_remove,
60//! sublist_insert,
61//! "visits",
62//! 0,
63//! );
64//! ```
65
66use std::fmt::Debug;
67use std::marker::PhantomData;
68
69use solverforge_core::domain::PlanningSolution;
70use solverforge_scoring::ScoreDirector;
71
72use crate::heuristic::r#move::{ListMoveImpl, SubListChangeMove};
73
74use super::entity::EntitySelector;
75use super::typed_move_selector::MoveSelector;
76
77/// A move selector that generates sublist change (Or-opt) moves.
78///
79/// For each source entity and each valid segment `[start, start+len)`, generates
80/// moves that insert the segment at every valid destination position in every
81/// entity (including the source entity for intra-route relocation).
82///
83/// # Type Parameters
84/// * `S` - The solution type
85/// * `V` - The list element type
86/// * `ES` - The entity selector type
87pub struct SubListChangeMoveSelector<S, V, ES> {
88 entity_selector: ES,
89 /// Minimum segment size (inclusive). Usually 1.
90 min_sublist_size: usize,
91 /// Maximum segment size (inclusive). Usually 3-5.
92 max_sublist_size: usize,
93 list_len: fn(&S, usize) -> usize,
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 SubListChangeMoveSelector<S, V, ES> {
102 fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
103 f.debug_struct("SubListChangeMoveSelector")
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> SubListChangeMoveSelector<S, V, ES> {
114 /// Creates a new sublist change move selector.
115 ///
116 /// # Arguments
117 /// * `entity_selector` - Selects entities to generate moves for
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
121 /// * `sublist_remove` - Function to drain a range `[start, end)`, returning removed elements
122 /// * `sublist_insert` - Function to insert a slice 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 #[allow(clippy::too_many_arguments)]
129 pub fn new(
130 entity_selector: ES,
131 min_sublist_size: usize,
132 max_sublist_size: usize,
133 list_len: fn(&S, usize) -> usize,
134 sublist_remove: fn(&mut S, usize, usize, usize) -> Vec<V>,
135 sublist_insert: fn(&mut S, usize, usize, Vec<V>),
136 variable_name: &'static str,
137 descriptor_index: usize,
138 ) -> Self {
139 assert!(min_sublist_size >= 1, "min_sublist_size must be at least 1");
140 assert!(
141 max_sublist_size >= min_sublist_size,
142 "max_sublist_size must be >= min_sublist_size"
143 );
144 Self {
145 entity_selector,
146 min_sublist_size,
147 max_sublist_size,
148 list_len,
149 sublist_remove,
150 sublist_insert,
151 variable_name,
152 descriptor_index,
153 _phantom: PhantomData,
154 }
155 }
156}
157
158impl<S, V, ES> MoveSelector<S, SubListChangeMove<S, V>> for SubListChangeMoveSelector<S, V, ES>
159where
160 S: PlanningSolution,
161 V: Clone + PartialEq + Send + Sync + Debug + 'static,
162 ES: EntitySelector<S>,
163{
164 fn iter_moves<'a, D: ScoreDirector<S>>(
165 &'a self,
166 score_director: &'a D,
167 ) -> impl Iterator<Item = SubListChangeMove<S, V>> + 'a {
168 let solution = score_director.working_solution();
169 let list_len = self.list_len;
170 let sublist_remove = self.sublist_remove;
171 let sublist_insert = self.sublist_insert;
172 let variable_name = self.variable_name;
173 let descriptor_index = self.descriptor_index;
174 let min_seg = self.min_sublist_size;
175 let max_seg = self.max_sublist_size;
176
177 let entities: Vec<usize> = self
178 .entity_selector
179 .iter(score_director)
180 .map(|r| r.entity_index)
181 .collect();
182
183 let route_lens: Vec<usize> = entities.iter().map(|&e| list_len(solution, e)).collect();
184
185 let mut moves = Vec::new();
186
187 for (src_idx, &src_entity) in entities.iter().enumerate() {
188 let src_len = route_lens[src_idx];
189
190 // Enumerate all valid source segments [start, end)
191 for seg_start in 0..src_len {
192 for seg_size in min_seg..=max_seg {
193 let seg_end = seg_start + seg_size;
194 if seg_end > src_len {
195 break; // No larger segments fit at this start
196 }
197
198 // Intra-entity destinations: insert at positions in the post-removal list
199 // Post-removal list has src_len - seg_size elements.
200 // Valid insertion points: 0..=(src_len - seg_size)
201 let post_removal_len = src_len - seg_size;
202 for dst_pos in 0..=post_removal_len {
203 // Skip no-ops: inserting at the same logical position
204 // After removal, seg_start..seg_end are gone.
205 // dst_pos == seg_start means insert right where we removed (no-op).
206 if dst_pos == seg_start {
207 continue;
208 }
209 moves.push(SubListChangeMove::new(
210 src_entity,
211 seg_start,
212 seg_end,
213 src_entity,
214 dst_pos,
215 list_len,
216 sublist_remove,
217 sublist_insert,
218 variable_name,
219 descriptor_index,
220 ));
221 }
222
223 // Inter-entity destinations
224 for (dst_idx, &dst_entity) in entities.iter().enumerate() {
225 if dst_idx == src_idx {
226 continue;
227 }
228 let dst_len = route_lens[dst_idx];
229 // Can insert at positions 0..=dst_len
230 for dst_pos in 0..=dst_len {
231 moves.push(SubListChangeMove::new(
232 src_entity,
233 seg_start,
234 seg_end,
235 dst_entity,
236 dst_pos,
237 list_len,
238 sublist_remove,
239 sublist_insert,
240 variable_name,
241 descriptor_index,
242 ));
243 }
244 }
245 }
246 }
247 }
248
249 moves.into_iter()
250 }
251
252 fn size<D: ScoreDirector<S>>(&self, score_director: &D) -> usize {
253 let solution = score_director.working_solution();
254 let list_len = self.list_len;
255
256 let entities: Vec<usize> = self
257 .entity_selector
258 .iter(score_director)
259 .map(|r| r.entity_index)
260 .collect();
261
262 let route_lens: Vec<usize> = entities.iter().map(|&e| list_len(solution, e)).collect();
263 let n = entities.len();
264 if n == 0 {
265 return 0;
266 }
267
268 let k_range = self.max_sublist_size - self.min_sublist_size + 1;
269 let total_elements: usize = route_lens.iter().sum();
270 let avg_len = total_elements / n;
271 // Rough estimate: n * avg_len * k_range * (avg_len + (n-1) * avg_len)
272 n * avg_len * k_range * avg_len.max(1) * n
273 }
274}
275
276/// Wraps a `SubListChangeMoveSelector` to yield `ListMoveImpl::SubListChange`.
277pub struct ListMoveSubListChangeSelector<S, V, ES> {
278 inner: SubListChangeMoveSelector<S, V, ES>,
279}
280
281impl<S, V: Debug, ES: Debug> Debug for ListMoveSubListChangeSelector<S, V, ES> {
282 fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
283 f.debug_struct("ListMoveSubListChangeSelector")
284 .field("inner", &self.inner)
285 .finish()
286 }
287}
288
289impl<S, V, ES> ListMoveSubListChangeSelector<S, V, ES> {
290 /// Wraps an existing [`SubListChangeMoveSelector`].
291 pub fn new(inner: SubListChangeMoveSelector<S, V, ES>) -> Self {
292 Self { inner }
293 }
294}
295
296impl<S, V, ES> MoveSelector<S, ListMoveImpl<S, V>> for ListMoveSubListChangeSelector<S, V, ES>
297where
298 S: PlanningSolution,
299 V: Clone + PartialEq + Send + Sync + Debug + 'static,
300 ES: EntitySelector<S>,
301{
302 fn iter_moves<'a, D: ScoreDirector<S>>(
303 &'a self,
304 score_director: &'a D,
305 ) -> impl Iterator<Item = ListMoveImpl<S, V>> + 'a {
306 self.inner
307 .iter_moves(score_director)
308 .map(ListMoveImpl::SubListChange)
309 }
310
311 fn size<D: ScoreDirector<S>>(&self, score_director: &D) -> usize {
312 self.inner.size(score_director)
313 }
314}