diff --git a/annotated.html b/annotated.html index ac94aba5c..12fabaec4 100644 --- a/annotated.html +++ b/annotated.html @@ -206,8 +206,8 @@ $(document).ready(function(){initNavTree('annotated.html',''); initResizable();  CNode  CPoint  Cquery - Cqueue - CQueue + CQueue + Cqueue  CRBtree  CSegmentIntersection  CSolution diff --git a/annotated_dup.js b/annotated_dup.js index 4b33582ae..9e8d3b3cf 100644 --- a/annotated_dup.js +++ b/annotated_dup.js @@ -140,8 +140,8 @@ var annotated_dup = [ "Node", "db/d8b/struct_node.html", "db/d8b/struct_node" ], [ "Point", "d8/dc8/struct_point.html", "d8/dc8/struct_point" ], [ "query", "dd/d1b/structquery.html", "dd/d1b/structquery" ], - [ "queue", "db/da9/classqueue.html", "db/da9/classqueue" ], [ "Queue", "dc/db5/struct_queue.html", "dc/db5/struct_queue" ], + [ "queue", "db/da9/classqueue.html", "db/da9/classqueue" ], [ "RBtree", "d8/d72/class_r_btree.html", "d8/d72/class_r_btree" ], [ "SegmentIntersection", "d4/db4/struct_segment_intersection.html", "d4/db4/struct_segment_intersection" ], [ "Solution", "dd/d4f/class_solution.html", "dd/d4f/class_solution" ], diff --git a/classes.html b/classes.html index 6f9df67f5..22c6f4638 100644 --- a/classes.html +++ b/classes.html @@ -137,7 +137,7 @@ $(document).ready(function(){initNavTree('classes.html',''); initResizable(); })
perSegTree (range_queries)
Point (ciphers::elliptic_curve_key_exchange)
Point (geometry::jarvis)
Point
Q
-
query
queue
Queue
Queue_Array (data_structures::queue_using_array)
+
query
Queue
queue
Queue_Array (data_structures::queue_using_array)
R
RBtree
RootedTree (graph)
diff --git a/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.map b/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.map index 7acce4b44..b48c3858d 100644 --- a/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.map +++ b/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.map @@ -1,6 +1,6 @@ - - - - + + + + diff --git a/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.md5 b/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.md5 index fde5d5191..48407e518 100644 --- a/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.md5 +++ b/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.md5 @@ -1 +1 @@ -6b1a22f53156bc9985cba422fbd96afd \ No newline at end of file +b0ee1a79160cce85a740663fe5f978cf \ No newline at end of file diff --git a/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.svg b/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.svg index 10cdbf62e..177e7d473 100644 --- a/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.svg +++ b/d0/dff/classmachine__learning_1_1aystar__search_1_1_eight_puzzle__coll__graph.svg @@ -4,18 +4,18 @@ - - + + machine_learning::aystar_search::EightPuzzle< N > - + Node1 - -machine_learning::aystar -_search::EightPuzzle< N > + +machine_learning::aystar +_search::EightPuzzle< N > @@ -23,51 +23,52 @@ Node2 - -std::vector< std::pair -< int, int > > + +std::vector< std::pair +< int8_t, int8_t > > Node2->Node1 - - - moves + + + moves Node3 - -std::pair< int, int > + +std::pair< int8_t, + int8_t > Node3->Node2 - - - elements + + + elements Node4 - -std::array< std::array -< uint32_t, 3 >, 3 > + +std::array< std::array +< uint32_t, 3 >, 3 > Node4->Node1 - - - board + + + board diff --git a/d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html b/d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html index f49986fcf..d743b3db1 100644 --- a/d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html +++ b/d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html @@ -103,9 +103,9 @@ $(document).ready(function(){initNavTree('d3/d2a/structmachine__learning_1_1ayst - - + +

Public Member Functions

-bool operator() (const Info &a, const Info &b) const
 
+bool operator() (const std::shared_ptr< Info > &a, const std::shared_ptr< Info > &b) const
 

Detailed Description

template<typename Puzzle>
diff --git a/d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.js b/d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.js index 96a319ea5..2955653f9 100644 --- a/d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.js +++ b/d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.js @@ -1,4 +1,4 @@ var structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator = [ - [ "operator()", "d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html#a0242a5caedae8e8c926642248fb1c75f", null ] + [ "operator()", "d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html#ae1dab9186db26e65979ec71f46821904", null ] ]; \ No newline at end of file diff --git a/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.map b/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.map new file mode 100644 index 000000000..d27dd25a6 --- /dev/null +++ b/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.map @@ -0,0 +1,4 @@ + + + + diff --git a/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.md5 b/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.md5 new file mode 100644 index 000000000..358f5500b --- /dev/null +++ b/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.md5 @@ -0,0 +1 @@ +7fd835ac9fd2c00d63887d6fca61fab6 \ No newline at end of file diff --git a/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.svg b/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.svg new file mode 100644 index 000000000..1b6552a45 --- /dev/null +++ b/d6/d9e/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info__coll__graph.svg @@ -0,0 +1,40 @@ + + + + + + +machine_learning::aystar_search::AyStarSearch< Puzzle >::Info + + + +Node1 + + +machine_learning::aystar +_search::AyStarSearch< + Puzzle >::Info + + + + + +Node2 + + +std::shared_ptr< Puzzle > + + + + + +Node2->Node1 + + + state + + + diff --git a/d7/d07/bidirectional__dijkstra_8cpp.html b/d7/d07/bidirectional__dijkstra_8cpp.html index 55fec32ae..2e76990c2 100644 --- a/d7/d07/bidirectional__dijkstra_8cpp.html +++ b/d7/d07/bidirectional__dijkstra_8cpp.html @@ -398,7 +398,7 @@ Here is the call graph for this function:

INF
constexpr int64_t INF
for store the graph, the distances, and the path
Definition: bidirectional_dijkstra.cpp:23
graph::bidirectional_dijkstra::Shortest_Path_Distance
uint64_t Shortest_Path_Distance(const std::vector< uint64_t > &workset_, const std::vector< std::vector< uint64_t >> &distance_)
This function returns the shortest distance from the source to the target if there is path between ve...
Definition: bidirectional_dijkstra.cpp:61
std::greater
-
std::pair< int, int >
+
std::pair
std::priority_queue
std::vector::size
T size(T... args)
std::vector
diff --git a/d7/d1e/graph_2dijkstra_8cpp.html b/d7/d1e/graph_2dijkstra_8cpp.html index 42ec2267d..341292280 100644 --- a/d7/d1e/graph_2dijkstra_8cpp.html +++ b/d7/d1e/graph_2dijkstra_8cpp.html @@ -199,7 +199,7 @@ constexpr int64_t INF
tests
void tests()
Definition: dijkstra.cpp:113
graph::addEdge
void addEdge(std::vector< std::vector< int >> *adj, int u, int v)
Function that add edge between two nodes or vertices of graph.
Definition: connected_components.cpp:46
graph::dijkstra
int dijkstra(std::vector< std::vector< std::pair< int, int >>> *adj, int s, int t)
Function runs the dijkstra algorithm for some source vertex and target vertex in the graph and return...
Definition: dijkstra.cpp:66
-
std::pair< int, int >
+
std::pair
std::vector
Here is the call graph for this function:
diff --git a/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.map b/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.map index 2f1eefab5..3b16acf36 100644 --- a/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.map +++ b/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.map @@ -1,4 +1,4 @@ - - + + diff --git a/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.md5 b/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.md5 index 9ec78a879..d26dc4d63 100644 --- a/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.md5 +++ b/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.md5 @@ -1 +1 @@ -9f9ea65271df701efc866033e07a167f \ No newline at end of file +8a2e919ad2cf7356a245b5cf4fd802bd \ No newline at end of file diff --git a/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.svg b/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.svg index 0852d91e3..ae69ebebb 100644 --- a/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.svg +++ b/d7/db3/classmachine__learning_1_1aystar__search_1_1_ay_star_search__coll__graph.svg @@ -4,40 +4,40 @@ - + machine_learning::aystar_search::AyStarSearch< Puzzle > - + Node1 - -machine_learning::aystar -_search::AyStarSearch< - Puzzle > + +machine_learning::aystar +_search::AyStarSearch< + Puzzle > Node2 - - -machine_learning::aystar -_search::AyStarSearch< - Puzzle >::Info + + +std::shared_ptr< machine +_learning::aystar_search +::AyStarSearch::Info > Node2->Node1 - - - Final -Initial + + + Final +Initial diff --git a/d8/d77/namespacemachine__learning.html b/d8/d77/namespacemachine__learning.html index 7c8bae024..e4aafec12 100644 --- a/d8/d77/namespacemachine__learning.html +++ b/d8/d77/namespacemachine__learning.html @@ -196,7 +196,7 @@ Variables

Machine Learning algorithms.

Machine learning algorithms.

A* is an informed search algorithm, or a best-first search, meaning that it is formulated in terms of weighted graphs: starting from a specific starting node of a graph (initial state), it aims to find a path to the given goal node having the smallest cost (least distance travelled, shortest time, etc.). It evaluates by maintaining a tree of paths originating at the start node and extending those paths one edge at a time until it reaches the final state. The weighted edges (or cost) is evaluated on two factors, G score (cost required from starting node or initial state to current state) and H score (cost required from current state to final state). The F(state), then is evaluated as: F(state) = G(state) + H(state).

-

To solve the given search with shortest cost or path possible is to inspect values having minimum F(state).

Author
Ashish Daulatabad for std::reverse function for std::array, representing EightPuzzle board for assert for std::function STL for IO operations for std::map STL for std::set STL for std::vector STL
+

To solve the given search with shortest cost or path possible is to inspect values having minimum F(state).

Author
Ashish Daulatabad for std::reverse function for std::array, representing EightPuzzle board for assert for std::function STL for IO operations for std::map STL for std::shared_ptr for std::set STL for std::vector STL

Machine learning algorithms

Function Documentation

diff --git a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html index 89248273f..273453ff1 100644 --- a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html +++ b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html @@ -92,6 +92,7 @@ $(document).ready(function(){initNavTree('da/d02/classmachine__learning_1_1aysta
Classes | +Public Types | Public Member Functions | Private Types | Private Attributes | @@ -106,7 +107,7 @@ $(document).ready(function(){initNavTree('da/d02/classmachine__learning_1_1aysta
Collaboration diagram for machine_learning::aystar_search::AyStarSearch< Puzzle >:
-
+
[legend]
@@ -119,14 +120,26 @@ Classes
 Struct that handles all the information related to the current state. More...
 
+ + + + + + + +

+Public Types

+using MapOfPuzzleInfoWithPuzzleInfo = std::map< std::shared_ptr< Info >, std::shared_ptr< Info >, comparison_operator >
 
+using MapOfPuzzleInfoWithInteger = std::map< std::shared_ptr< Info >, uint32_t, comparison_operator >
 
+using SetOfPuzzleInfo = std::set< std::shared_ptr< Info >, comparison_operator >
 
- - - + + +

Public Member Functions

 AyStarSearch (const Puzzle &initial, const Puzzle &final)
 Parameterized constructor for AyStarSearch. More...
 
std::vector< Puzzle > Solution (Info *FinalState, const std::map< Info, Info *, comparison_operator > &parent_of)
 A helper solution: launches when a solution for AyStarSearch is found. More...
 
std::vector< Puzzle > Solution (std::shared_ptr< Info > FinalState, const MapOfPuzzleInfoWithPuzzleInfo &parent_of)
 A helper solution: launches when a solution for AyStarSearch is found. More...
 
std::vector< Puzzle > a_star_search (const std::function< uint32_t(const Puzzle &, const Puzzle &)> &dist, const uint32_t permissible_depth=30)
 
@@ -139,12 +152,12 @@ typedef struct - - - - + + + +

Private Attributes

-Info Initial
 
-Info Final
 
+std::shared_ptr< Info > Initial
 
+std::shared_ptr< Info > Final
 

Detailed Description

template<typename Puzzle>
@@ -206,11 +219,10 @@ template<typename Puzzle >

-
381  {
-
382  Initial = Info(initial);
-
383  Final = Info(final);
-
384  }
-
machine_learning::aystar_search::AyStarSearch::Info
struct machine_learning::aystar_search::AyStarSearch::Info Info
Struct that handles all the information related to the current state.
+
392  {
+
393  Initial = std::make_shared<Info>(initial);
+
394  Final = std::make_shared<Info>(final);
+
395  }
@@ -262,114 +274,103 @@ template<typename Puzzle >

Stores the g_score

Stores the list to explore

Stores the list that are explored

-
420  {
-
421  std::map<Info, Info *, comparison_operator>
-
422  parent_of; /// Stores the parent of the states
-
423  std::map<Info, uint32_t, comparison_operator>
-
424  g_score; /// Stores the g_score
-
425  std::set<Info, comparison_operator>
-
426  open_list; /// Stores the list to explore
-
427  std::set<Info, comparison_operator>
-
428  closed_list; /// Stores the list that are explored
-
429 
-
430  // Before starting the AyStartSearch, initialize the set and maps
-
431  open_list.emplace(Initial);
-
432  parent_of[Initial] = nullptr;
-
433  g_score[Initial] = 0;
-
434 
-
435  while (!open_list.empty()) {
-
436  // Iterator for state having having lowest f_score.
-
437  typename std::set<Info, comparison_operator>::iterator
-
438  it_low_f_score;
-
439  uint32_t min_f_score = 1e9;
-
440  for (auto iter = open_list.begin(); iter != open_list.end();
-
441  ++iter) {
-
442  // f score here is evaluated by g score (depth) and h score
-
443  // (distance between current state and final state)
-
444  uint32_t f_score = iter->heuristic_value + iter->depth;
-
445  if (f_score < min_f_score) {
-
446  min_f_score = f_score;
-
447  it_low_f_score = iter;
-
448  }
-
449  }
-
450 
-
451  // current_state, stores lowest f score so far for this state.
-
452  Info *current_state = new Info(*it_low_f_score);
-
453 
-
454  // if this current state is equal to final, return
-
455  if (current_state->state == Final.state) {
-
456  return Solution(current_state, parent_of);
-
457  }
-
458  // else remove from open list as visited.
-
459  open_list.erase(it_low_f_score);
-
460  // if current_state has exceeded the allowed depth, skip
-
461  // neighbor checking
-
462  if (current_state->depth >= permissible_depth) {
-
463  continue;
+
431  {
+
432  MapOfPuzzleInfoWithPuzzleInfo
+
433  parent_of; /// Stores the parent of the states
+
434  MapOfPuzzleInfoWithInteger g_score; /// Stores the g_score
+
435  SetOfPuzzleInfo open_list; /// Stores the list to explore
+
436  SetOfPuzzleInfo closed_list; /// Stores the list that are explored
+
437 
+
438  // Before starting the AyStartSearch, initialize the set and maps
+
439  open_list.emplace(Initial);
+
440  parent_of[Initial] = nullptr;
+
441  g_score[Initial] = 0;
+
442 
+
443  while (!open_list.empty()) {
+
444  // Iterator for state having having lowest f_score.
+
445  typename SetOfPuzzleInfo::iterator it_low_f_score;
+
446  uint32_t min_f_score = 1e9;
+
447  for (auto iter = open_list.begin(); iter != open_list.end();
+
448  ++iter) {
+
449  // f score here is evaluated by g score (depth) and h score
+
450  // (distance between current state and final state)
+
451  uint32_t f_score = (*iter)->heuristic_value + (*iter)->depth;
+
452  if (f_score < min_f_score) {
+
453  min_f_score = f_score;
+
454  it_low_f_score = iter;
+
455  }
+
456  }
+
457 
+
458  // current_state, stores lowest f score so far for this state.
+
459  std::shared_ptr<Info> current_state = *it_low_f_score;
+
460 
+
461  // if this current state is equal to final, return
+
462  if (*(current_state->state) == *(Final->state)) {
+
463  return Solution(current_state, parent_of);
464  }
-
465  // Generate all possible moves (neighbors) given the current
-
466  // state
-
467  std::vector<Puzzle> total_possible_moves =
-
468  current_state->state.generate_possible_moves();
-
469 
-
470  for (Puzzle &neighbor : total_possible_moves) {
-
471  // calculate score of neighbors with respect to
-
472  // current_state
-
473  Info Neighbor = {neighbor, dist(neighbor, Final.state),
-
474  current_state->depth + 1};
-
475  uint32_t temp_g_score = Neighbor.depth;
+
465  // else remove from open list as visited.
+
466  open_list.erase(it_low_f_score);
+
467  // if current_state has exceeded the allowed depth, skip
+
468  // neighbor checking
+
469  if (current_state->depth >= permissible_depth) {
+
470  continue;
+
471  }
+
472  // Generate all possible moves (neighbors) given the current
+
473  // state
+
474  std::vector<Puzzle> total_possible_moves =
+
475  current_state->state->generate_possible_moves();
476 
-
477  // Check whether this state is explored.
-
478  // If this state is discovered at greater depth, then discard,
-
479  // else remove from closed list and explore the node
-
480  auto closed_list_iter = closed_list.find(Neighbor);
-
481  if (closed_list_iter != closed_list.end()) {
-
482  // 1. If state in closed list has higher depth, then remove
-
483  // from list since we have found better option,
-
484  // 2. Else don't explore this state.
-
485  if (Neighbor.depth < closed_list_iter->depth) {
-
486  closed_list.erase(closed_list_iter);
-
487  } else {
-
488  continue;
-
489  }
-
490  }
-
491  auto neighbor_g_score_iter = g_score.find(Neighbor);
-
492  // if the neighbor is already created and has minimum
-
493  // g_score, then update g_score and f_score else insert new
-
494  if (neighbor_g_score_iter != g_score.end()) {
-
495  if (neighbor_g_score_iter->second > temp_g_score) {
-
496  neighbor_g_score_iter->second = temp_g_score;
-
497  parent_of[Neighbor] = current_state;
-
498  }
-
499  } else {
-
500  g_score[Neighbor] = temp_g_score;
-
501  parent_of[Neighbor] = current_state;
-
502  }
-
503  // If this is a new state, insert into open_list
-
504  // else update if the this state has better g score than
-
505  // existing one.
-
506  auto iter = open_list.find(Neighbor);
-
507  if (iter == open_list.end()) {
-
508  open_list.emplace(Neighbor);
-
509  } else if (iter->depth > Neighbor.depth) {
-
510  open_list.erase(iter);
-
511  open_list.emplace(Neighbor);
-
512  }
-
513  }
-
514  closed_list.emplace(*current_state);
-
515  }
-
516  // Cannot find the solution, return empty vector
-
517  return std::vector<Puzzle>(0);
-
518  }
-
std::set::begin
T begin(T... args)
-
machine_learning::aystar_search::AyStarSearch::Solution
std::vector< Puzzle > Solution(Info *FinalState, const std::map< Info, Info *, comparison_operator > &parent_of)
A helper solution: launches when a solution for AyStarSearch is found.
Definition: a_star_search.cpp:394
-
std::set::emplace
T emplace(T... args)
-
std::set::empty
T empty(T... args)
-
std::set::end
T end(T... args)
-
std::set::erase
T erase(T... args)
-
std::set::find
T find(T... args)
- - +
477  for (Puzzle &neighbor : total_possible_moves) {
+
478  // calculate score of neighbors with respect to
+
479  // current_state
+
480  std::shared_ptr<Info> Neighbor = std::make_shared<Info>(
+
481  neighbor, dist(neighbor, *(Final->state)),
+
482  current_state->depth + 1U);
+
483  uint32_t temp_g_score = Neighbor->depth;
+
484 
+
485  // Check whether this state is explored.
+
486  // If this state is discovered at greater depth, then discard,
+
487  // else remove from closed list and explore the node
+
488  auto closed_list_iter = closed_list.find(Neighbor);
+
489  if (closed_list_iter != closed_list.end()) {
+
490  // 1. If state in closed list has higher depth, then remove
+
491  // from list since we have found better option,
+
492  // 2. Else don't explore this state.
+
493  if (Neighbor->depth < (*closed_list_iter)->depth) {
+
494  closed_list.erase(closed_list_iter);
+
495  } else {
+
496  continue;
+
497  }
+
498  }
+
499  auto neighbor_g_score_iter = g_score.find(Neighbor);
+
500  // if the neighbor is already created and has minimum
+
501  // g_score, then update g_score and f_score else insert new
+
502  if (neighbor_g_score_iter != g_score.end()) {
+
503  if (neighbor_g_score_iter->second > temp_g_score) {
+
504  neighbor_g_score_iter->second = temp_g_score;
+
505  parent_of[Neighbor] = current_state;
+
506  }
+
507  } else {
+
508  g_score[Neighbor] = temp_g_score;
+
509  parent_of[Neighbor] = current_state;
+
510  }
+
511  // If this is a new state, insert into open_list
+
512  // else update if the this state has better g score than
+
513  // existing one.
+
514  auto iter = open_list.find(Neighbor);
+
515  if (iter == open_list.end()) {
+
516  open_list.emplace(Neighbor);
+
517  } else if ((*iter)->depth > Neighbor->depth) {
+
518  (*iter)->depth = Neighbor->depth;
+
519  }
+
520  }
+
521  closed_list.emplace(current_state);
+
522  }
+
523  // Cannot find the solution, return empty vector
+
524  return std::vector<Puzzle>(0);
+
525  }
+
machine_learning::aystar_search::AyStarSearch::Solution
std::vector< Puzzle > Solution(std::shared_ptr< Info > FinalState, const MapOfPuzzleInfoWithPuzzleInfo &parent_of)
A helper solution: launches when a solution for AyStarSearch is found.
Definition: a_star_search.cpp:405
+
Here is the call graph for this function:
@@ -380,8 +381,8 @@ Here is the call graph for this function:
- -

◆ Solution()

+ +

◆ Solution()

@@ -394,13 +395,13 @@ template<typename Puzzle >
std::vector<Puzzle> machine_learning::aystar_search::AyStarSearch< Puzzle >::Solution ( - Info *  + std::shared_ptr< Info >  FinalState, - const std::map< Info, Info *, comparison_operator > &  + const MapOfPuzzleInfoWithPuzzleInfo &  parent_of  @@ -425,25 +426,25 @@ template<typename Puzzle >
Returns
the list of moves denoting moves from final state to initial state (in reverse)
-
396  {
-
397  // Useful for traversing from final state to current state.
-
398  Info *current_state = FinalState;
-
399  /*
-
400  * For storing the solution tree starting from initial state to
-
401  * final state
-
402  */
-
403  std::vector<Puzzle> answer;
-
404  while (current_state != nullptr) {
-
405  answer.emplace_back(current_state->state);
-
406  current_state = parent_of.find(*current_state)->second;
-
407  }
-
408  return answer;
-
409  }
+
407  {
+
408  // Useful for traversing from final state to current state.
+
409  auto current_state = FinalState;
+
410  /*
+
411  * For storing the solution tree starting from initial state to
+
412  * final state
+
413  */
+
414  std::vector<Puzzle> answer;
+
415  while (current_state != nullptr) {
+
416  answer.emplace_back(*current_state->state);
+
417  current_state = parent_of.find(current_state)->second;
+
418  }
+
419  return answer;
+
420  }
std::vector::emplace_back
T emplace_back(T... args)
Here is the call graph for this function:
-
+
diff --git a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.js b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.js index c0bac2187..5497f36fe 100644 --- a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.js +++ b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.js @@ -3,9 +3,12 @@ var classmachine__learning_1_1aystar__search_1_1_ay_star_search = [ "comparison_operator", "d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html", "d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator" ], [ "Info", "da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html", "da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info" ], [ "Info", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#a47b9bc9815a2e7123ac1dc13e5377301", null ], + [ "MapOfPuzzleInfoWithInteger", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#abb04e9c0f316e6febcd486da47c4b2d0", null ], + [ "MapOfPuzzleInfoWithPuzzleInfo", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#ad37c0d6640f887d001dbf562deba4971", null ], + [ "SetOfPuzzleInfo", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#acffa24ad24940c421bf6bb77f71a762c", null ], [ "AyStarSearch", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#abaff2ea6d309e1133fd95bbd1e39946e", null ], [ "a_star_search", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#a5bb772fd41005fdefa8bd32edbf00cc3", null ], - [ "Solution", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#a8687882bdb604ab367da6e8fe42a35c9", null ], - [ "Final", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#a7f3033a1201a4e35b955d663491869a1", null ], - [ "Initial", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#aa2329b2036d458bc803fd62a5545fb0d", null ] + [ "Solution", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#afaeb1cde711f5198dc3dd213dedbd726", null ], + [ "Final", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#a1686cbc0c50ae9e6f949b1e4b46be9ff", null ], + [ "Initial", "da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#ac11d62d01fac136efbd2bace6c55cea5", null ] ]; \ No newline at end of file diff --git a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.map b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.map index 012ce4912..bff772799 100644 --- a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.map +++ b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.map @@ -8,6 +8,6 @@ - + diff --git a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.md5 b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.md5 index 71cb66771..facadad8d 100644 --- a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.md5 +++ b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.md5 @@ -1 +1 @@ -8c8c45c919edf5999cede22373099e4c \ No newline at end of file +22d81ef3e73688a898844740f45dacc4 \ No newline at end of file diff --git a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.svg b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.svg index bd1baa480..23e06606e 100644 --- a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.svg +++ b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a5bb772fd41005fdefa8bd32edbf00cc3_cgraph.svg @@ -143,7 +143,7 @@ Node10 - + machine_learning::aystar _search::AyStarSearch:: diff --git a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a8687882bdb604ab367da6e8fe42a35c9_cgraph.map b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_afaeb1cde711f5198dc3dd213dedbd726_cgraph.map similarity index 100% rename from da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a8687882bdb604ab367da6e8fe42a35c9_cgraph.map rename to da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_afaeb1cde711f5198dc3dd213dedbd726_cgraph.map diff --git a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a8687882bdb604ab367da6e8fe42a35c9_cgraph.md5 b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_afaeb1cde711f5198dc3dd213dedbd726_cgraph.md5 similarity index 100% rename from da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a8687882bdb604ab367da6e8fe42a35c9_cgraph.md5 rename to da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_afaeb1cde711f5198dc3dd213dedbd726_cgraph.md5 diff --git a/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a8687882bdb604ab367da6e8fe42a35c9_cgraph.svg b/da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_afaeb1cde711f5198dc3dd213dedbd726_cgraph.svg similarity index 100% rename from da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_a8687882bdb604ab367da6e8fe42a35c9_cgraph.svg rename to da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search_afaeb1cde711f5198dc3dd213dedbd726_cgraph.svg diff --git a/da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html b/da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html index 4bcda636e..e0b9486cb 100644 --- a/da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html +++ b/da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html @@ -101,6 +101,12 @@ $(document).ready(function(){initNavTree('da/d70/structmachine__learning_1_1ayst

Struct that handles all the information related to the current state. More...

+
+Collaboration diagram for machine_learning::aystar_search::AyStarSearch< Puzzle >::Info:
+
+
+
+
[legend]
@@ -132,9 +138,9 @@ Public Member Functions

Public Member Functions

- - + + @@ -213,8 +219,7 @@ template<typename Puzzle >

Public Attributes

-Puzzle state
 
+std::shared_ptr< Puzzle > state
 
size_t heuristic_value = 0
 Holds the current state.
-
308 : state(std::move(A)) {}
-
std::move
T move(T... args)
+
307 : state(std::make_shared<Puzzle>(A)) {}
@@ -269,9 +274,11 @@ template<typename Puzzle >
-
317  : state(std::move(A)), heuristic_value(h_value), depth(d) {}
-
machine_learning::aystar_search::AyStarSearch::Info::depth
size_t depth
stores h score
Definition: a_star_search.cpp:297
-
machine_learning::aystar_search::AyStarSearch::Info::heuristic_value
size_t heuristic_value
Holds the current state.
Definition: a_star_search.cpp:296
+
316  : state(std::make_shared<Puzzle>(A)),
+
317  heuristic_value(h_value),
+
318  depth(d) {}
+
machine_learning::aystar_search::AyStarSearch::Info::depth
size_t depth
stores h score
Definition: a_star_search.cpp:296
+
machine_learning::aystar_search::AyStarSearch::Info::heuristic_value
size_t heuristic_value
Holds the current state.
Definition: a_star_search.cpp:295
@@ -308,9 +315,9 @@ template<typename Puzzle > -
324  : state(A.state),
-
325  heuristic_value(A.heuristic_value),
-
326  depth(A.depth) {}
+
325  : state(std::make_shared<Puzzle>(A.state)),
+
326  heuristic_value(A.heuristic_value),
+
327  depth(A.depth) {}
@@ -347,9 +354,10 @@ template<typename Puzzle > -
333  : state(std::move(A.state)),
-
334  heuristic_value(std::move(A.heuristic_value)),
-
335  depth(std::move(A.depth)) {}
+
334  : state(std::make_shared<Puzzle>(std::move(A.state))),
+
335  heuristic_value(std::move(A.heuristic_value)),
+
336  depth(std::move(A.depth)) {}
+
std::move
T move(T... args)
@@ -387,12 +395,12 @@ template<typename Puzzle > -
341  {
-
342  state = A.state;
-
343  heuristic_value = A.heuristic_value;
-
344  depth = A.depth;
-
345  return *this;
-
346  }
+
342  {
+
343  state = A.state;
+
344  heuristic_value = A.heuristic_value;
+
345  depth = A.depth;
+
346  return *this;
+
347  }
@@ -429,12 +437,12 @@ template<typename Puzzle > -
352  {
-
353  state = std::move(A.state);
-
354  heuristic_value = std::move(A.heuristic_value);
-
355  depth = std::move(A.depth);
-
356  return *this;
-
357  }
+
353  {
+
354  state = std::move(A.state);
+
355  heuristic_value = std::move(A.heuristic_value);
+
356  depth = std::move(A.depth);
+
357  return *this;
+
358  }
Here is the call graph for this function:
diff --git a/da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.js b/da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.js index 9b0824687..9bcfda2b9 100644 --- a/da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.js +++ b/da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.js @@ -10,5 +10,5 @@ var structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info = [ "operator=", "da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html#aea763e487cf100668d4eff160e40c3fa", null ], [ "depth", "da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html#a003a30bb165be50ce503c17df90c128d", null ], [ "heuristic_value", "da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html#a331d1070d008a4f9d55775a51013baa3", null ], - [ "state", "da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html#ab047f7d2fe77b461e454929a5c0e3cbc", null ] + [ "state", "da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html#a94862762ad167506dcb0cdebf007d04c", null ] ]; \ No newline at end of file diff --git a/da/df3/classmachine__learning_1_1aystar__search_1_1_ay_star_search-members.html b/da/df3/classmachine__learning_1_1aystar__search_1_1_ay_star_search-members.html index 81c29086d..c29407bcd 100644 --- a/da/df3/classmachine__learning_1_1aystar__search_1_1_ay_star_search-members.html +++ b/da/df3/classmachine__learning_1_1aystar__search_1_1_ay_star_search-members.html @@ -102,7 +102,10 @@ $(document).ready(function(){initNavTree('da/d02/classmachine__learning_1_1aysta Final (defined in machine_learning::aystar_search::AyStarSearch< Puzzle >)machine_learning::aystar_search::AyStarSearch< Puzzle >private Info typedefmachine_learning::aystar_search::AyStarSearch< Puzzle >private Initial (defined in machine_learning::aystar_search::AyStarSearch< Puzzle >)machine_learning::aystar_search::AyStarSearch< Puzzle >private - Solution(Info *FinalState, const std::map< Info, Info *, comparison_operator > &parent_of)machine_learning::aystar_search::AyStarSearch< Puzzle >inline + MapOfPuzzleInfoWithInteger typedef (defined in machine_learning::aystar_search::AyStarSearch< Puzzle >)machine_learning::aystar_search::AyStarSearch< Puzzle > + MapOfPuzzleInfoWithPuzzleInfo typedef (defined in machine_learning::aystar_search::AyStarSearch< Puzzle >)machine_learning::aystar_search::AyStarSearch< Puzzle > + SetOfPuzzleInfo typedef (defined in machine_learning::aystar_search::AyStarSearch< Puzzle >)machine_learning::aystar_search::AyStarSearch< Puzzle > + Solution(std::shared_ptr< Info > FinalState, const MapOfPuzzleInfoWithPuzzleInfo &parent_of)machine_learning::aystar_search::AyStarSearch< Puzzle >inline
diff --git a/db/d0d/prime__factorization_8cpp.html b/db/d0d/prime__factorization_8cpp.html index ad89e1fb7..80f9f91b4 100644 --- a/db/d0d/prime__factorization_8cpp.html +++ b/db/d0d/prime__factorization_8cpp.html @@ -213,16 +213,15 @@ Here is the call graph for this function:
54  }
55 
56  if (count)
-
57  factors.push_back(std::make_pair(prime_numbers[i], count));
+
57  factors.push_back(std::make_pair(prime_numbers[i], count));
58  }
59 }
std::make_pair
T make_pair(T... args)
prime_numbers
std::vector< int > prime_numbers
Definition: prime_factorization.cpp:16
-
std::vector::push_back
T push_back(T... args)
Here is the call graph for this function:
-
+
@@ -262,6 +261,7 @@ Here is the call graph for this function:
data_structures::sparse_table::N
constexpr uint32_t N
A struct to represent sparse table for min() as their invariant function, for the given array A....
Definition: sparse_table.cpp:47
std::memset
T memset(T... args)
isprime
bool isprime[1000006]
Definition: prime_factorization.cpp:13
+
std::vector::push_back
T push_back(T... args)
Here is the call graph for this function:
diff --git a/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.map b/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.map index 18ab2cb1f..7483f0cac 100644 --- a/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.map +++ b/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.map @@ -1,5 +1,4 @@ - - - + + diff --git a/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.md5 b/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.md5 index e75f6d79f..2406d69b7 100644 --- a/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.md5 +++ b/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.md5 @@ -1 +1 @@ -3abc35c2bd2cef24b1a1b3db8ddd53c4 \ No newline at end of file +1dc242ba4425c3b9eed6b05a6bd2d250 \ No newline at end of file diff --git a/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.svg b/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.svg index ab62b65b7..6ed0446cf 100644 --- a/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.svg +++ b/db/d0d/prime__factorization_8cpp_a0ece0145fb29a5cf48378c23dde2da46_cgraph.svg @@ -4,17 +4,17 @@ - - + + prime_factorization - + Node1 - -prime_factorization + +prime_factorization @@ -22,31 +22,16 @@ Node2 - -std::make_pair + +std::make_pair Node1->Node2 - - - - - -Node3 - - -std::vector::push_back - - - - - -Node1->Node3 - - + + diff --git a/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.map b/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.map index f18f6c81e..32a96b828 100644 --- a/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.map +++ b/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.map @@ -2,7 +2,7 @@ - + - + diff --git a/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.md5 b/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.md5 index b1255626a..d16186b66 100644 --- a/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.md5 +++ b/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.md5 @@ -1 +1 @@ -e30123e6a123f86ddc95a416e2941c4e \ No newline at end of file +0cbc5a266bc39b5747ed984836ea5a92 \ No newline at end of file diff --git a/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.svg b/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.svg index ba9192714..80a225253 100644 --- a/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.svg +++ b/db/d0d/prime__factorization_8cpp_ae66f6b31b5ad750f1fe042a706a4e3d4_cgraph.svg @@ -48,18 +48,18 @@ - - -Node6 - + + +Node5 + SieveOfEratosthenes - - -Node1->Node6 + + +Node1->Node5 @@ -78,24 +78,18 @@ - - -Node5 - + + +Node6 + std::vector::push_back - - -Node3->Node5 - - - - - -Node6->Node5 + + +Node5->Node6 diff --git a/db/df3/classmachine__learning_1_1aystar__search_1_1_eight_puzzle-members.html b/db/df3/classmachine__learning_1_1aystar__search_1_1_eight_puzzle-members.html index 8d5e121fa..384941b9f 100644 --- a/db/df3/classmachine__learning_1_1aystar__search_1_1_eight_puzzle-members.html +++ b/db/df3/classmachine__learning_1_1aystar__search_1_1_eight_puzzle-members.html @@ -108,7 +108,7 @@ $(document).ready(function(){initNavTree('dd/d9c/classmachine__learning_1_1aysta
get_size() constmachine_learning::aystar_search::EightPuzzle< N >
inline get_state()machine_learning::aystar_search::EightPuzzle< N >inline in_range(const uint32_t value) constmachine_learning::aystar_search::EightPuzzle< N >inlineprivate - movesmachine_learning::aystar_search::EightPuzzle< N >private + movesmachine_learning::aystar_search::EightPuzzle< N >private operator<(const EightPuzzle< N > &check) constmachine_learning::aystar_search::EightPuzzle< N >inline operator<<(std::ostream &op, const EightPuzzle< N > &SomeState)machine_learning::aystar_search::EightPuzzle< N >friend operator<=(const EightPuzzle< N > &check) constmachine_learning::aystar_search::EightPuzzle< N >inline diff --git a/dc/dd5/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator-members.html b/dc/dd5/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator-members.html index d3b0cc8ac..80da669a3 100644 --- a/dc/dd5/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator-members.html +++ b/dc/dd5/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator-members.html @@ -97,7 +97,7 @@ $(document).ready(function(){initNavTree('d3/d2a/structmachine__learning_1_1ayst

This is the complete list of members for machine_learning::aystar_search::AyStarSearch< Puzzle >::comparison_operator, including all inherited members.

- +
operator()(const Info &a, const Info &b) const (defined in machine_learning::aystar_search::AyStarSearch< Puzzle >::comparison_operator)machine_learning::aystar_search::AyStarSearch< Puzzle >::comparison_operatorinline
operator()(const std::shared_ptr< Info > &a, const std::shared_ptr< Info > &b) const (defined in machine_learning::aystar_search::AyStarSearch< Puzzle >::comparison_operator)machine_learning::aystar_search::AyStarSearch< Puzzle >::comparison_operatorinline
diff --git a/dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html b/dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html index f80083a09..30759e2d7 100644 --- a/dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html +++ b/dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html @@ -106,7 +106,7 @@ $(document).ready(function(){initNavTree('dd/d9c/classmachine__learning_1_1aysta
Collaboration diagram for machine_learning::aystar_search::EightPuzzle< N >:
-
+
[legend]
@@ -172,9 +172,9 @@ Private Attributes - - - + + +
std::array< std::array< uint32_t, N >, N > board
 
std::vector< std::pair< int, int > > moves
 N x N array to store the current state of the Puzzle. More...
 
std::vector< std::pair< int8_t, int8_t > > moves
 N x N array to store the current state of the Puzzle. More...
 
@@ -227,7 +227,7 @@ template<size_t N = 3>

Friends

-
134  : board(init) {}
+
133  : board(init) {}
@@ -264,7 +264,7 @@ template<size_t N = 3> -
140 : board(A.board) {}
+
139 : board(A.board) {}
@@ -301,7 +301,7 @@ template<size_t N = 3> -
147  : board(std::move(A.board)) {}
+
146  : board(std::move(A.board)) {}
std::move
T move(T... args)
@@ -334,16 +334,16 @@ template<size_t N = 3>

A helper array to evaluate the next state from current state;.

Finds an empty space in puzzle (in this case; a zero)

Returns
a pair indicating integer distances from top and right respectively, else returns -1, -1
-
74  {
-
75  for (size_t i = 0; i < N; ++i) {
-
76  for (size_t j = 0; j < N; ++j) {
-
77  if (!board[i][j]) {
-
78  return {i, j};
-
79  }
-
80  }
-
81  }
-
82  return {-1, -1};
-
83  }
+
75  {
+
76  for (size_t i = 0; i < N; ++i) {
+
77  for (size_t j = 0; j < N; ++j) {
+
78  if (!board[i][j]) {
+
79  return {i, j};
+
80  }
+
81  }
+
82  }
+
83  return {-1, -1};
+
84  }
data_structures::sparse_table::N
constexpr uint32_t N
A struct to represent sparse table for min() as their invariant function, for the given array A....
Definition: sparse_table.cpp:47
@@ -376,29 +376,29 @@ template<size_t N = 3>

Find all possible states after processing all possible moves, given the current state of the puzzle.

Returns
list of vector containing all possible next moves
Note
the implementation is compulsory to create A* search
-
177  {
-
178  auto zero_pos = find_zero();
-
179  // vector which will contain all possible state from current state
-
180  std::vector<EightPuzzle<N>> NewStates;
-
181  for (auto &move : moves) {
-
182  if (in_range(zero_pos.first + move.first) &&
-
183  in_range(zero_pos.second + move.second)) {
-
184  // swap with the possible moves
-
185  std::array<std::array<uint32_t, N>, N> new_config = board;
-
186  std::swap(new_config[zero_pos.first][zero_pos.second],
-
187  new_config[zero_pos.first + move.first]
-
188  [zero_pos.second + move.second]);
-
189  EightPuzzle<N> new_state(new_config);
-
190  // Store new state and calculate heuristic value, and depth
-
191  NewStates.emplace_back(new_state);
-
192  }
-
193  }
-
194  return NewStates;
-
195  }
+
176  {
+
177  auto zero_pos = find_zero();
+
178  // vector which will contain all possible state from current state
+
179  std::vector<EightPuzzle<N>> NewStates;
+
180  for (auto &move : moves) {
+
181  if (in_range(zero_pos.first + move.first) &&
+
182  in_range(zero_pos.second + move.second)) {
+
183  // swap with the possible moves
+
184  std::array<std::array<uint32_t, N>, N> new_config = board;
+
185  std::swap(new_config[zero_pos.first][zero_pos.second],
+
186  new_config[zero_pos.first + move.first]
+
187  [zero_pos.second + move.second]);
+
188  EightPuzzle<N> new_state(new_config);
+
189  // Store new state and calculate heuristic value, and depth
+
190  NewStates.emplace_back(new_state);
+
191  }
+
192  }
+
193  return NewStates;
+
194  }
-
machine_learning::aystar_search::EightPuzzle::find_zero
std::pair< uint32_t, uint32_t > find_zero()
A helper array to evaluate the next state from current state;.
Definition: a_star_search.cpp:74
-
machine_learning::aystar_search::EightPuzzle::in_range
bool in_range(const uint32_t value) const
check whether the index value is bounded within the puzzle area
Definition: a_star_search.cpp:89
-
machine_learning::aystar_search::EightPuzzle::moves
std::vector< std::pair< int, int > > moves
N x N array to store the current state of the Puzzle.
Definition: a_star_search.cpp:63
+
machine_learning::aystar_search::EightPuzzle::find_zero
std::pair< uint32_t, uint32_t > find_zero()
A helper array to evaluate the next state from current state;.
Definition: a_star_search.cpp:75
+
machine_learning::aystar_search::EightPuzzle::in_range
bool in_range(const uint32_t value) const
check whether the index value is bounded within the puzzle area
Definition: a_star_search.cpp:90
+
machine_learning::aystar_search::EightPuzzle::moves
std::vector< std::pair< int8_t, int8_t > > moves
N x N array to store the current state of the Puzzle.
Definition: a_star_search.cpp:64
std::vector::emplace_back
T emplace_back(T... args)
std::swap
T swap(T... args)
@@ -458,12 +458,12 @@ template<size_t N = 3>
Returns
non-negative integer denoting the value at ith row and jth column
-1 if invalid i or j position
-
103  {
-
104  if (in_range(i) && in_range(j)) {
-
105  return board[i][j];
-
106  }
-
107  return -1;
-
108  }
+
102  {
+
103  if (in_range(i) && in_range(j)) {
+
104  return board[i][j];
+
105  }
+
106  return -1;
+
107  }
Here is the call graph for this function:
@@ -500,7 +500,7 @@ template<size_t N = 3>

returns the size of the EightPuzzle (number of row / column)

Returns
N, the size of the puzzle.
-
118 { return N; }
+
117 { return N; }
@@ -538,9 +538,7 @@ template<size_t N = 3>
Returns
true if index is within the board, else false
-
89  {
-
90  return value >= 0 && value < N;
-
91  }
+
90 { return value < N; }
@@ -572,16 +570,16 @@ template<size_t N = 3>

check whether one board is lexicographically smaller

Returns
true if this->state is lexicographically smaller than check.state, else false
-
219  {
-
220  for (size_t i = 0; i < N; ++i) {
-
221  for (size_t j = 0; j < N; ++j) {
-
222  if (board[i][j] != check.board[i][j]) {
-
223  return board[i][j] < check.board[i][j];
-
224  }
-
225  }
-
226  }
-
227  return false;
-
228  }
+
218  {
+
219  for (size_t i = 0; i < N; ++i) {
+
220  for (size_t j = 0; j < N; ++j) {
+
221  if (board[i][j] != check.board[i][j]) {
+
222  return board[i][j] < check.board[i][j];
+
223  }
+
224  }
+
225  }
+
226  return false;
+
227  }
dynamic_programming::word_break::check
bool check(const std::string &s, const std::unordered_set< std::string > &strSet, int pos, std::vector< int > *dp)
Function that checks if the string passed in param can be segmented from position 'pos',...
Definition: word_break.cpp:80
@@ -614,16 +612,16 @@ template<size_t N = 3>

check whether one board is lexicographically smaller or equal

Returns
true if this->state is lexicographically smaller than check.state or same, else false
-
234  {
-
235  for (size_t i = 0; i < N; ++i) {
-
236  for (size_t j = 0; j < N; ++j) {
-
237  if (board[i][j] != check.board[i][j]) {
-
238  return board[i][j] < check.board[i][j];
-
239  }
-
240  }
-
241  }
-
242  return true;
-
243  }
+
233  {
+
234  for (size_t i = 0; i < N; ++i) {
+
235  for (size_t j = 0; j < N; ++j) {
+
236  if (board[i][j] != check.board[i][j]) {
+
237  return board[i][j] < check.board[i][j];
+
238  }
+
239  }
+
240  }
+
241  return true;
+
242  }
@@ -660,10 +658,10 @@ template<size_t N = 3> -
157  {
-
158  board = A.board;
-
159  return *this;
-
160  }
+
156  {
+
157  board = A.board;
+
158  return *this;
+
159  }
@@ -700,10 +698,10 @@ template<size_t N = 3> -
166  {
-
167  board = std::move(A.board);
-
168  return *this;
-
169  }
+
165  {
+
166  board = std::move(A.board);
+
167  return *this;
+
168  }
Here is the call graph for this function:
@@ -741,19 +739,19 @@ template<size_t N = 3>

check whether two boards are equal

Returns
true if check.state is equal to this->state, else false
-
201  {
-
202  if (check.get_size() != N) {
-
203  return false;
-
204  }
-
205  for (size_t i = 0; i < N; ++i) {
-
206  for (size_t j = 0; j < N; ++j) {
-
207  if (board[i][j] != check.board[i][j]) {
-
208  return false;
-
209  }
-
210  }
-
211  }
-
212  return true;
-
213  }
+
200  {
+
201  if (check.get_size() != N) {
+
202  return false;
+
203  }
+
204  for (size_t i = 0; i < N; ++i) {
+
205  for (size_t j = 0; j < N; ++j) {
+
206  if (board[i][j] != check.board[i][j]) {
+
207  return false;
+
208  }
+
209  }
+
210  }
+
211  return true;
+
212  }
@@ -803,21 +801,21 @@ template<size_t N = 3>
Returns
ostream operator op
-
252  {
-
253  for (size_t i = 0; i < N; ++i) {
-
254  for (size_t j = 0; j < N; ++j) {
-
255  op << SomeState.board[i][j] << " ";
-
256  }
-
257  op << "\n";
-
258  }
-
259  return op;
-
260  }
+
251  {
+
252  for (size_t i = 0; i < N; ++i) {
+
253  for (size_t j = 0; j < N; ++j) {
+
254  op << SomeState.board[i][j] << " ";
+
255  }
+
256  op << "\n";
+
257  }
+
258  return op;
+
259  }

Member Data Documentation

- -

◆ moves

+ +

◆ moves

@@ -828,7 +826,7 @@ template<size_t N = 3>
- +
std::vector<std::pair<int, int> > machine_learning::aystar_search::EightPuzzle< N >::movesstd::vector<std::pair<int8_t, int8_t> > machine_learning::aystar_search::EightPuzzle< N >::moves
diff --git a/dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.js b/dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.js index d628dd36c..8f9f54da5 100644 --- a/dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.js +++ b/dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.js @@ -18,5 +18,5 @@ var classmachine__learning_1_1aystar__search_1_1_eight_puzzle = [ "operator==", "dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html#aa17e0227321b109ed91e156ac1332915", null ], [ "operator<<", "dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html#a53237f6f7d19e9601a1e6ba90749a20d", null ], [ "board", "dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html#a35d8f14ca17218f236c09ff9ad864f9c", null ], - [ "moves", "dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html#ada9dd16b9aafa97dd15f1e7be8ad586b", null ] + [ "moves", "dd/d9c/classmachine__learning_1_1aystar__search_1_1_eight_puzzle.html#aa73857052e69b86347859d9148933f71", null ] ]; \ No newline at end of file diff --git a/df/dce/namespacegraph.html b/df/dce/namespacegraph.html index 19c4667dd..6d4568795 100644 --- a/df/dce/namespacegraph.html +++ b/df/dce/namespacegraph.html @@ -459,7 +459,7 @@ Here is the call graph for this function:
109 }
std::priority_queue::empty
T empty(T... args)
std::greater
-
std::pair< int, int >
+
std::pair
std::priority_queue::pop
T pop(T... args)
std::priority_queue
std::priority_queue::push
T push(T... args)
diff --git a/functions_func_s.html b/functions_func_s.html index da077ed96..8214aef7a 100644 --- a/functions_func_s.html +++ b/functions_func_s.html @@ -149,7 +149,7 @@ $(document).ready(function(){initNavTree('functions_func_s.html',''); initResiza : data_structures::SkipList
  • Solution() -: machine_learning::aystar_search::AyStarSearch< Puzzle > +: machine_learning::aystar_search::AyStarSearch< Puzzle >
  • sort() : data_structures::list_array::list diff --git a/functions_m.html b/functions_m.html index dc3b6f18a..3fa64da0a 100644 --- a/functions_m.html +++ b/functions_m.html @@ -122,7 +122,7 @@ $(document).ready(function(){initNavTree('functions_m.html',''); initResizable() : math::ncr_modulo_p::NCRModuloP
  • moves -: machine_learning::aystar_search::EightPuzzle< N > +: machine_learning::aystar_search::EightPuzzle< N >
  • multiply() : large_number diff --git a/functions_s.html b/functions_s.html index 3cdff4003..b1f8873f6 100644 --- a/functions_s.html +++ b/functions_s.html @@ -162,7 +162,7 @@ $(document).ready(function(){initNavTree('functions_s.html',''); initResizable() : data_structures::SkipList
  • Solution() -: machine_learning::aystar_search::AyStarSearch< Puzzle > +: machine_learning::aystar_search::AyStarSearch< Puzzle >
  • sort() : data_structures::list_array::list diff --git a/functions_vars.html b/functions_vars.html index c4bdf5319..2b2ce6015 100644 --- a/functions_vars.html +++ b/functions_vars.html @@ -255,7 +255,7 @@ $(document).ready(function(){initNavTree('functions_vars.html',''); initResizabl : graph::HKGraph
  • moves -: machine_learning::aystar_search::EightPuzzle< N > +: machine_learning::aystar_search::EightPuzzle< N >
    • diff --git a/hierarchy.html b/hierarchy.html index d9a707629..dd6fcfbc2 100644 --- a/hierarchy.html +++ b/hierarchy.html @@ -155,8 +155,8 @@ This inheritance list is sorted roughly, but not completely, alphabetically: Cgeometry::jarvis::Point  CPoint  Cquery - Cqueue< Kind > - CQueue + CQueue + Cqueue< Kind >  Cdata_structures::queue_using_array::Queue_ArrayQueue_Array class containing the main data and also index of head and tail of the array  CRBtree  CSegmentIntersection diff --git a/hierarchy.js b/hierarchy.js index f3376c420..cfd9bd1f7 100644 --- a/hierarchy.js +++ b/hierarchy.js @@ -58,8 +58,8 @@ var hierarchy = [ "geometry::jarvis::Point", "d9/d5a/structgeometry_1_1jarvis_1_1_point.html", null ], [ "Point", "d8/dc8/struct_point.html", null ], [ "query", "dd/d1b/structquery.html", null ], - [ "queue< Kind >", "db/da9/classqueue.html", null ], [ "Queue", "dc/db5/struct_queue.html", null ], + [ "queue< Kind >", "db/da9/classqueue.html", null ], [ 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