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weight independent set tree algorithm
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| # WIST algo | |
| import random | |
| # creating Node class | |
| class Node: | |
| def __init__(self, data): | |
| self.childeren = [] # childeren of a node | |
| self.data = data # weight of a node | |
| self.Min = self.data # Min of a node | |
| self.Mout = 0 # Mout of a node | |
| # check if a node is leaf or not | |
| def checkleaf(node): | |
| return node is not None and len(node.childeren) == 0 | |
| # the weight independent set tree algorithm | |
| def wist(node): | |
| for i in range(len(node.childeren)): | |
| wist(node.childeren[i]) | |
| if checkleaf(node): # if the node was leaf | |
| node.Min = node.data # Min is equal to the node weight | |
| node.Mout = 0 # Mout is 0 | |
| else: # if the node was not leaf | |
| node.Min = node.data # Min is equal to the node weight | |
| node.Mout = 0 # Mout is 0 | |
| for i in node.childeren: # | |
| node.Min += i.Mout # update the node.Min with its childeren Mout | |
| node.Mout = max(i.Mout, i.Min) # update the node.Mout | |
| def solve(node_data): | |
| root = Node(node_data) # create the root | |
| wist(root) # calling the wist method on the root | |
| for i in range(node_data): | |
| root.childeren.append(Node(i+1)) # filling our root childeren with its append method | |
| for i in range(2): | |
| for n in root.childeren: | |
| n.childeren.append(Node(random.randint(n.data, i+node_data%4))) # filling our each childeren of our root node with its append method | |
| # print the calculated info for each childeren of root | |
| for n in root.childeren: | |
| print("[+] DATA: {} , MIN {} , MOUT {}".format(n.data, n.Min, n.Mout)) | |
| for v in n.childeren: | |
| print("\t[+] DATA: {} , MIN {} , MOUT {}".format(v.data, v.Min, v.Mout)) |
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