File:KruskalDemo.gif

Page contents not supported in other languages.
This is a file from the Wikimedia Commons
From Wikipedia, the free encyclopedia

KruskalDemo.gif(314 × 323 pixels, file size: 415 KB, MIME type: image/gif, looped, 93 frames, 47 s)

Summary

Description
English: A demo for Kruskal's algorithm to find minimum spanning tree on a 2D plane.
Date
Source Own work
Author Shiyu Ji

Python 3 Code

'''
Minimum Spanning Tree generation (SVG) for Kruskal's algorithm.
Firstly use this code to generate SVG frames.
Then transform to bitmaps and convert to GIF.
'''

# range size
N = 300
margin = 20

def norm(x, y):
    return (x*x+y*y)**.5

class Edge(object):
    def __init__(self, source, target, points):
        self.u = source
        self.v = target
        self.len = norm(points[source][0]-points[target][0], points[source][1]-points[target][1])

class UnionNode(object):
    def __init__(self):
        self.next = None

def saveToSVG(nFrames, points, firmed, trying):
    f = open('demo_'+'0'*(3-len(str(nFrames)))+str(nFrames)+'.svg', 'w')
    f.write("<svg xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n")
    for p in points:
        f.write("<circle cx=\"" +str(p[0]+margin)+ "\" cy=\""+ str(N-p[1]+margin) +"\" r=\"5\" fill=\"white\" stroke=\"black\"/>\n")
    for L in firmed:
        f.write("<line x1=\"" +str(L[0][0]+margin)+ "\" y1=\""+ str(N-L[0][1]+margin) +"\" x2=\"" + str(L[1][0]+margin) + "\" y2=\"" + str(N-L[1][1]+margin) + "\" stroke=\"red\" stroke-width=\"5\"/>\n")
    for L in trying:
        f.write("<line x1=\"" +str(L[0][0]+margin)+ "\" y1=\""+ str(N-L[0][1]+margin) +"\" x2=\"" + str(L[1][0]+margin) + "\" y2=\"" + str(N-L[1][1]+margin) + "\" stroke=\"blue\" stroke-width=\"5\"/>\n")
    f.write("</svg>\n")
    f.close()

def generatePoints(n):
    import random as r
    r.seed(100)
    
    res = []
    for i in range(n):
        pt = [r.randint(0,N) for _ in [0, 1]]
        if [pt] not in res:
            res += [pt]
    return res

def kruskal(n, points):
    n = len(points)
    union = [UnionNode() for _ in points]
    edges = []
    for i in range(n-1):
        for j in range(i+1, n):
            e = Edge(i, j, points)
            edges.append(e)
    edges.sort(key = lambda x:-x.len)
    mst = []
    nframe = 0
    saveToSVG(nframe, points, mst, [])
    nframe+=1
    while len(mst)<n-1:
        s = edges[-1].u
        t = edges[-1].v
        saveToSVG(nframe, points, mst, [[points[s], points[t]]])
        nframe+=1
        p = union[s]
        q = union[t]
        while p.next != None: p = p.next
        while q.next != None: q = q.next
        if p!=q:
            newNode = UnionNode()
            p.next = q.next = newNode
            mst.append([points[s], points[t]])
            saveToSVG(nframe, points, mst, [])
            nframe+=1
        edges.pop()
    return mst

# test 30 points temporarily
n = 30
pts = generatePoints(n)
kruskal(n, pts)

Licensing

I, the copyright holder of this work, hereby publish it under the following license:
w:en:Creative Commons
attribution share alike
This file is licensed under the Creative Commons Attribution-Share Alike 4.0 International license.
You are free:
  • to share – to copy, distribute and transmit the work
  • to remix – to adapt the work
Under the following conditions:
  • attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
  • share alike – If you remix, transform, or build upon the material, you must distribute your contributions under the same or compatible license as the original.

Captions

Add a one-line explanation of what this file represents

Items portrayed in this file

depicts

24 December 2016

File history

Click on a date/time to view the file as it appeared at that time.

Date/TimeThumbnailDimensionsUserComment
current12:52, 24 December 2016Thumbnail for version as of 12:52, 24 December 2016314 × 323 (415 KB)Shiyu JiUser created page with UploadWizard
The following pages on the English Wikipedia use this file (pages on other projects are not listed):

Global file usage

The following other wikis use this file: