From 2e57cf6d27c659399ef9f5fad3887c666373bb57 Mon Sep 17 00:00:00 2001 From: Sanjeeev-K Date: Sat, 7 Mar 2020 23:37:09 -0500 Subject: [PATCH] Updated BFS, DFS, A*, weighter A* and Greedy --- Astar.gif | Bin 96884 -> 1194370 bytes Astar.py | 77 +++++--- BFS.gif | Bin 128931 -> 1553245 bytes BFS.py | 87 +++++---- DFS.gif | Bin 0 -> 1703508 bytes DFS.py | 81 +++++--- Greedy.gif | Bin 0 -> 895231 bytes Greedy.py | 355 ++++++++++++++++++++++++++++++++++ README.md | 10 +- RRT.py | 10 - wAstar.gif | Bin 0 -> 868716 bytes wAstar.py => weightedAstar.py | 115 +++++++---- 12 files changed, 590 insertions(+), 145 deletions(-) create mode 100644 DFS.gif create mode 100644 Greedy.gif create mode 100644 Greedy.py delete mode 100644 RRT.py create mode 100644 wAstar.gif rename wAstar.py => weightedAstar.py (78%) diff --git a/Astar.gif b/Astar.gif index 55dfa31d7185c62649fded15fce3ddd687165b92..b8a1cff22191fe62a697845a959b676795792118 100644 GIT binary patch literal 1194370 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1, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + # [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + # [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + # [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 1, 0, 0, 0, 0]] ) + maze = np.array( [[0, 1, 0, 0, 0, 0, 0, 0, 0, 0], - [0, 1, 0, 0, 0, 0, 1, 0, 0, 0], [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], - [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], - [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], - [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], - [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], - [0, 0, 0, 0, 0, 1, 0, 0, 0, 0]] ) + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 1, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 1, 0, 0, 0], + [0, 0, 0, 0, 0, 0, 1, 0, 0, 0]] ) # maze = np.array( [[0, 1, 0, 1, 0, 0, 0, 0, 0, 0], @@ -40,9 +51,10 @@ def main(): # [0, 0, 0, 1, 0, 0, 0, 0, 0, 0]] ) - # res = maze[::-1] - # maze = res - # maze = np.transpose(maze) + start = (0,0) + # end = (0,len(maze[0])-1) + end = (len(maze)-1,len(maze[0])-1) + # end = (9,8) a = len(maze) + 2 b = len(maze[0]) + 2 @@ -62,11 +74,6 @@ def main(): else: # plt.plot(i, j,'bs', fillstyle='full', markersize=25) plt.plot(j-1, a-i,'bs', fillstyle='full', markersize=25) - - start = (0,0) - end = (len(maze)-1,len(maze[0])-1) - # end = (9,8) - # end = (0,len(maze[0])-1) # plt.plot(start[0]+1, start[1]+1,'rs', fillstyle='full', markersize=27) # plt.plot(end[0]+1, end[1]+1,'gs', fillstyle='full', markersize=27) @@ -139,6 +146,9 @@ def main(): # input() while(len(open_list)!=0): + x = current[1] + y = current[2] + plt.plot(y-1, a-x,'yo', fillstyle='full', markersize=22) #Neighbor Up x = current[1] y = current[2]+1 @@ -146,7 +156,10 @@ def main(): Heuristic = abs(end2[0]-x)+ abs(end2[1]-y) #Manhattan distance Cost = current[3]+1 g = Cost + Heuristic + # g = Heuristic open_list.append([g,x,y,Cost]) + plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) + plt.pause(.1) explored_matrix[x][y]=-3 #Neighbor Right x = current[1]+1 @@ -155,7 +168,10 @@ def main(): Heuristic = abs(end2[0]-x)+ abs(end2[1]-y) #Manhattan distance Cost = current[3]+1 g = Cost + Heuristic + # g = Heuristic open_list.append([g,x,y,Cost]) + plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) + plt.pause(.1) explored_matrix[x][y]=-3 #Neighbor Down x = current[1] @@ -164,7 +180,10 @@ def main(): Heuristic = abs(end2[0]-x)+ abs(end2[1]-y) #Manhattan distance Cost = current[3]+1 g = Cost + Heuristic + # g = Heuristic open_list.append([g,x,y,Cost]) + plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) + plt.pause(.1) explored_matrix[x][y]=-3 #Neighbor Left x = current[1]-1 @@ -173,8 +192,12 @@ def main(): Heuristic = abs(end2[0]-x)+ abs(end2[1]-y) #Manhattan distance Cost = current[3]+1 g = Cost + Heuristic + # g = Heuristic open_list.append([g,x,y,Cost]) + plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) + plt.pause(.1) explored_matrix[x][y]=-3 + # input() open_list.remove(current) closed_list.append(current) x = current[1] @@ -187,9 +210,9 @@ def main(): break else: open_list.sort() - plt.pause(0.1) + # plt.pause(0.1) # plt.plot(x, y,'yo', fillstyle='full', markersize=22) - plt.plot(y-1, a-x,'yo', fillstyle='full', markersize=22) + # plt.plot(y-1, a-x,'yo', fillstyle='full', markersize=22) # plt.pause(0.01) # print(x," ",y) current = open_list[0] @@ -232,39 +255,39 @@ def main(): # plot and break; neighbors = [] #Neighbor Up - print("Neighbour Up") + # print("Neighbour Up") x_neighbor = x y_neighbor = y+1 score = explored_matrix[x_neighbor][y_neighbor] - print(x_neighbor," ",y_neighbor," ",score) + # print(x_neighbor," ",y_neighbor," ",score) if(score>0): neighbors.append([score,x_neighbor,y_neighbor] ) #Neighbor Right - print("Neighbour Right") + # print("Neighbour Right") x_neighbor = x+1 y_neighbor = y score = explored_matrix[x_neighbor][y_neighbor] - print(x_neighbor," ",y_neighbor," ",score) + # print(x_neighbor," ",y_neighbor," ",score) if(score>0): neighbors.append([score,x_neighbor,y_neighbor] ) #Neighbor Down - print("Neighbour Down") + # print("Neighbour Down") x_neighbor = x y_neighbor = y-1 score = explored_matrix[x_neighbor][y_neighbor] - print(x_neighbor," ",y_neighbor," ",score) + # print(x_neighbor," ",y_neighbor," ",score) if(score>0): neighbors.append([score,x_neighbor,y_neighbor] ) #Neighbor Left - print("Neighbour Left") + # print("Neighbour Left") x_neighbor = x-1 y_neighbor = y score = explored_matrix[x_neighbor][y_neighbor] - print(x_neighbor," ",y_neighbor," ",score) + # print(x_neighbor," ",y_neighbor," ",score) if(score>0): neighbors.append([score,x_neighbor,y_neighbor] ) neighbors.sort() - print(neighbors) + # print(neighbors) if(len(neighbors)==0): print("Path not found") break @@ -276,8 +299,8 @@ def main(): y_prev = prev[2] # plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) plt.plot([y_prev-1, y -1],[a - x_prev,a-x],'go-',linewidth=2) - plt.pause(1) - print("here") + 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0, 0, 0, 0, 0, 0, 0, 0, 0], - [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], - [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], - [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], - [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], - [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], - [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + maze = np.array( [[0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]] ) + # maze = np.array( [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + # [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]] ) + + start = (0,0) + end = (0,len(maze[0])-1) + # end = (len(maze)-1,len(maze[0])-1) + # end = (9,8) - # res = maze[::-1] - # maze = res - # maze = np.transpose(maze) + a = len(maze) + 2 b = len(maze[0]) + 2 @@ -51,10 +53,7 @@ def main(): # plt.plot(i, j,'bs', fillstyle='full', markersize=25) plt.plot(j-1, a-i,'bs', fillstyle='full', markersize=25) - start = (5,5) - # end = (len(maze)-1,len(maze[0])-1) - # end = (9,8) - end = (0,len(maze[0])-1) + # plt.plot(start[0]+1, start[1]+1,'rs', fillstyle='full', markersize=27) # plt.plot(end[0]+1, end[1]+1,'gs', fillstyle='full', markersize=27) @@ -127,6 +126,9 @@ def main(): # input() while(len(open_list)!=0): + x = current[1] + y = current[2] + plt.plot(y-1, a-x,'yo', fillstyle='full', markersize=22) #Neighbor Up x = current[1] y = current[2]+1 @@ -136,6 +138,8 @@ def main(): g = Cost + Heuristic open_list.append([g,x,y,Cost]) explored_matrix[x][y]=-3 + plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) + plt.pause(.1) #Neighbor Right x = current[1]+1 y = current[2] @@ -145,6 +149,8 @@ def main(): g = Cost + Heuristic open_list.append([g,x,y,Cost]) explored_matrix[x][y]=-3 + plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) + plt.pause(.1) #Neighbor Down x = current[1] y = current[2]-1 @@ -154,6 +160,8 @@ def main(): g = Cost + Heuristic open_list.append([g,x,y,Cost]) explored_matrix[x][y]=-3 + plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) + plt.pause(.1) #Neighbor Left x = current[1]-1 y = current[2] @@ -163,6 +171,8 @@ def main(): g = Cost + Heuristic open_list.append([g,x,y,Cost]) explored_matrix[x][y]=-3 + plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) + plt.pause(.1) open_list.remove(current) closed_list.append(current) x = current[1] @@ -177,7 +187,6 @@ def main(): # open_list.sort() plt.pause(0.1) # plt.plot(x, y,'yo', fillstyle='full', markersize=22) - plt.plot(y-1, a-x,'yo', fillstyle='full', markersize=22) # plt.pause(0.1) # print(x," ",y) current = open_list[0] @@ -215,39 +224,39 @@ def main(): # plot and break; neighbors = [] #Neighbor Up - print("Neighbour Up") + # print("Neighbour Up") x_neighbor = x y_neighbor = y+1 score = explored_matrix[x_neighbor][y_neighbor] - print(x_neighbor," ",y_neighbor," ",score) + # print(x_neighbor," ",y_neighbor," ",score) if(score>0): neighbors.append([score,x_neighbor,y_neighbor] ) #Neighbor Right - print("Neighbour Right") + # print("Neighbour Right") x_neighbor = x+1 y_neighbor = y score = explored_matrix[x_neighbor][y_neighbor] - print(x_neighbor," ",y_neighbor," ",score) + # print(x_neighbor," ",y_neighbor," ",score) if(score>0): neighbors.append([score,x_neighbor,y_neighbor] ) #Neighbor Down - print("Neighbour Down") + # print("Neighbour Down") x_neighbor = x y_neighbor = y-1 score = explored_matrix[x_neighbor][y_neighbor] - print(x_neighbor," ",y_neighbor," ",score) + # print(x_neighbor," ",y_neighbor," ",score) if(score>0): neighbors.append([score,x_neighbor,y_neighbor] ) #Neighbor Left - print("Neighbour Left") + # print("Neighbour Left") x_neighbor = x-1 y_neighbor = y score = explored_matrix[x_neighbor][y_neighbor] - print(x_neighbor," ",y_neighbor," ",score) + # print(x_neighbor," ",y_neighbor," ",score) if(score>0): neighbors.append([score,x_neighbor,y_neighbor] ) neighbors.sort() - print(neighbors) + # print(neighbors) if(len(neighbors)==0): print("Path not found") break @@ -259,8 +268,8 @@ def main(): y_prev = prev[2] # plt.plot(y-1, a-x,'cx', fillstyle='full', markersize=22) plt.plot([y_prev-1, y -1],[a - x_prev,a-x],'go-',linewidth=2) - plt.pause(1) - print("here") + plt.pause(.1) + # print("here") if(node[1]==start2[0] and node[2]==start2[1]): reach_goal = 1 x = node[1] diff --git a/DFS.gif b/DFS.gif new file mode 100644 index 0000000000000000000000000000000000000000..42550a121e5df1533999dc3c4aeca235ff34b363 GIT binary patch literal 1703508 zcmV)0K+eBMNk%w1VITq^0`~00IC2{{R61_5lJ10s!#>0P_L> z^a23%0s!^{00#pAuLA(>0|4~{0RaOA1p^2O1cV0#0PO|<3I_m{2$TW|2?-1Up$w4* 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