两点之间最短路径算法（Single-Dijkstra-shortest path）

2023年2月16日 340次阅读 来源: Dijkstra算法

摘要

本文主要讲述最短路径算法，一个主要原因是网上的“基于Matlab实现的两点之间最短路径算法”存在各种实现错误，目前为止还没有找到一个完全正确的。所以，本人改正相关错误，上传个正确的版本，即：采用Matlab实现的两点之间Dijkstra(single path)算法。

1. Matlab源文件（dijkstra.m）

function [distance,path]=dijkstra(A,s,e)
%% 参数说明
%  邻接矩阵A
%  起点：s
%  终点：e
%  路径长： distance
%  路径：path

%% 算法主体
n=size(A,1);        
D=A(s,:);           
path=[];            
visit=ones(1,n);    
visit(s)=0;        
parent=zeros(1,n);  
for i=1:n-1         
    temp=zeros(1,n);
    count=0;
    for j=1:n
        if visit(j)
            temp=[temp(1:count) D(j)];
        else
            temp=[temp(1:count) inf];
        end
        count=count+1;
    end
    [value,index]=min(temp);
    j=index; visit(j)=0;
    for k=1:n
        if D(k)>D(j)+A(j,k)
            D(k)=D(j)+A(j,k);
            parent(k)=j;
        end
    end
end

%% 结果输出（回溯法）
t = e;  %最短路径  
while t~=s && t>0  
    path =[t,path];  
    p=parent(t);t=p;  
end  
path =[s,path];

if length(path)==1 % 最短路径长度
    distance = A(s,e);
else
    distance=D(e);
end

end

2. 测试

>> metrix=[
Inf     1   Inf   Inf   Inf   Inf   Inf   Inf   Inf   Inf   Inf     1
     1   Inf     1   Inf   Inf   Inf   Inf   Inf   Inf   Inf   Inf     1
   Inf     1   Inf     1   Inf   Inf   Inf   Inf   Inf     1   Inf   Inf
   Inf   Inf     1   Inf     1   Inf   Inf     1   Inf   Inf   Inf   Inf
   Inf   Inf   Inf     1   Inf     1   Inf   Inf   Inf   Inf   Inf   Inf
   Inf   Inf   Inf   Inf     1   Inf     1   Inf   Inf   Inf   Inf   Inf
   Inf   Inf   Inf   Inf   Inf     1   Inf     1   Inf   Inf   Inf   Inf
   Inf   Inf   Inf     1   Inf   Inf     1   Inf     1     1   Inf   Inf
   Inf   Inf   Inf   Inf   Inf   Inf   Inf     1   Inf   Inf   Inf   Inf
   Inf   Inf     1   Inf   Inf   Inf   Inf     1   Inf   Inf     1   Inf
   Inf   Inf   Inf   Inf   Inf   Inf   Inf   Inf   Inf     1   Inf     1
     1     1   Inf   Inf   Inf   Inf   Inf   Inf   Inf   Inf     1   Inf]
>> [distance, route]=dijkstra(metrix,1,1)
distance =
   Inf
route =
     1
>> [distance, route]=dijkstra(metrix,1,2)
distance =
     1
route =
     1     2
>> [distance, route]=dijkstra(metrix,1,7)
distance =
     5
route =
     1     2     3     4     8     7

    原文作者：Dijkstra算法
    原文地址: https://blog.csdn.net/Canhui_WANG/article/details/51501864
    本文转自网络文章，转载此文章仅为分享知识，如有侵权，请联系博主进行删除。
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