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-rw-r--r--core/math/a_star.cpp91
-rw-r--r--core/math/a_star.h22
2 files changed, 47 insertions, 66 deletions
diff --git a/core/math/a_star.cpp b/core/math/a_star.cpp
index e1388ad2ac..3d71e66f80 100644
--- a/core/math/a_star.cpp
+++ b/core/math/a_star.cpp
@@ -54,7 +54,8 @@ void AStar::add_point(int p_id, const Vector3 &p_pos, real_t p_weight_scale) {
pt->pos = p_pos;
pt->weight_scale = p_weight_scale;
pt->prev_point = NULL;
- pt->last_pass = 0;
+ pt->open_pass = 0;
+ pt->closed_pass = 0;
pt->enabled = true;
points[p_id] = pt;
} else {
@@ -246,86 +247,62 @@ bool AStar::_solve(Point *begin_point, Point *end_point) {
if (!end_point->enabled)
return false;
- SelfList<Point>::List open_list;
-
bool found_route = false;
- for (Set<Point *>::Element *E = begin_point->neighbours.front(); E; E = E->next()) {
-
- Point *n = E->get();
+ Vector<Point *> open_list;
+ SortArray<Point *, SortPoints> sorter;
- if (!n->enabled)
- continue;
+ begin_point->g_score = 0;
+ begin_point->f_score = _estimate_cost(begin_point->id, end_point->id);
- n->prev_point = begin_point;
- n->distance = _compute_cost(begin_point->id, n->id) * n->weight_scale;
- n->last_pass = pass;
- open_list.add(&n->list);
- }
+ open_list.push_back(begin_point);
while (true) {
- if (open_list.first() == NULL) {
- // No path found
+ if (open_list.size() == 0) // No path found
break;
- }
- // Check open list
-
- SelfList<Point> *least_cost_point = open_list.first();
- real_t least_cost = Math_INF;
- // TODO: Cache previous results
- for (SelfList<Point> *E = open_list.first(); E; E = E->next()) {
-
- Point *p = E->self();
-
- real_t cost = p->distance;
- cost += _estimate_cost(p->id, end_point->id);
-
- if (cost < least_cost) {
- least_cost_point = E;
- least_cost = cost;
- }
- }
+ Point *p = open_list[0]; // The currently processed point
- Point *p = least_cost_point->self();
if (p == end_point) {
found_route = true;
break;
}
+ sorter.pop_heap(0, open_list.size(), open_list.ptrw()); // Remove the current point from the open list
+ open_list.remove(open_list.size() - 1);
+ p->closed_pass = pass; // Mark the point as closed
+
for (Set<Point *>::Element *E = p->neighbours.front(); E; E = E->next()) {
- Point *e = E->get();
+ Point *e = E->get(); // The neighbour point
- if (!e->enabled)
+ if (!e->enabled || e->closed_pass == pass)
continue;
- real_t distance = _compute_cost(p->id, e->id) * e->weight_scale + p->distance;
+ real_t tentative_g_score = p->g_score + _compute_cost(p->id, e->id) * e->weight_scale;
+
+ bool new_point = false;
- if (e->last_pass == pass) {
- // Already visited, is this cheaper?
+ if (e->open_pass != pass) { // The point wasn't inside the open list
- if (e->distance > distance) {
- e->prev_point = p;
- e->distance = distance;
- }
- } else {
- // Add to open neighbours
+ e->open_pass = pass;
+ open_list.push_back(e);
+ new_point = true;
+ } else if (tentative_g_score >= e->g_score) { // The new path is worse than the previous
- e->prev_point = p;
- e->distance = distance;
- e->last_pass = pass; // Mark as used
- open_list.add(&e->list);
+ continue;
}
- }
- open_list.remove(least_cost_point);
- }
+ e->prev_point = p;
+ e->g_score = tentative_g_score;
+ e->f_score = e->g_score + _estimate_cost(e->id, end_point->id);
- // Clear the openf list
- while (open_list.first()) {
- open_list.remove(open_list.first());
+ if (new_point) // The position of the new points is already known
+ sorter.push_heap(0, open_list.size() - 1, 0, e, open_list.ptrw());
+ else
+ sorter.push_heap(0, open_list.find(e), 0, e, open_list.ptrw());
+ }
}
return found_route;
@@ -352,8 +329,6 @@ PoolVector<Vector3> AStar::get_point_path(int p_from_id, int p_to_id) {
ERR_FAIL_COND_V(!points.has(p_from_id), PoolVector<Vector3>());
ERR_FAIL_COND_V(!points.has(p_to_id), PoolVector<Vector3>());
- pass++;
-
Point *a = points[p_from_id];
Point *b = points[p_to_id];
@@ -403,8 +378,6 @@ PoolVector<int> AStar::get_id_path(int p_from_id, int p_to_id) {
ERR_FAIL_COND_V(!points.has(p_from_id), PoolVector<int>());
ERR_FAIL_COND_V(!points.has(p_to_id), PoolVector<int>());
- pass++;
-
Point *a = points[p_from_id];
Point *b = points[p_to_id];
diff --git a/core/math/a_star.h b/core/math/a_star.h
index c63e1aa4dc..fac8a9d312 100644
--- a/core/math/a_star.h
+++ b/core/math/a_star.h
@@ -48,26 +48,34 @@ class AStar : public Reference {
struct Point {
- SelfList<Point> list;
-
int id;
Vector3 pos;
real_t weight_scale;
- uint64_t last_pass;
bool enabled;
Set<Point *> neighbours;
// Used for pathfinding
Point *prev_point;
- real_t distance;
-
- Point() :
- list(this) {}
+ real_t g_score;
+ real_t f_score;
+ uint64_t open_pass;
+ uint64_t closed_pass;
};
Map<int, Point *> points;
+ struct SortPoints {
+ _FORCE_INLINE_ bool operator()(const Point *A, const Point *B) const { // Returns true when the Point A is worse than Point B
+ if (A->f_score > B->f_score)
+ return true;
+ else if (A->f_score < B->f_score)
+ return false;
+ else
+ return A->g_score < B->g_score; // If the f_costs are the same then prioritize the points that are further away from the start
+ }
+ };
+
struct Segment {
union {
struct {