用matlab写出下面算法:一个坐标上有22口油井坐标,加入一个联合站点坐标,使油井连接到联合站路径最短
时间: 2024-04-29 12:20:54 浏览: 10
以下是一个基于Dijkstra算法的matlab实现,用于找到一个联合站点,使得所有油井到联合站的路径最短。
```matlab
% 坐标数据
oil_wells = [
0.2 0.1;
0.1 0.2;
0.3 0.2;
0.4 0.1;
0.6 0.1;
0.8 0.1;
0.9 0.2;
0.8 0.3;
0.6 0.3;
0.4 0.3;
0.3 0.4;
0.5 0.5;
0.7 0.5;
0.9 0.5;
0.1 0.6;
0.3 0.6;
0.5 0.7;
0.2 0.8;
0.4 0.8;
0.6 0.8;
0.8 0.8;
0.5 0.9;
];
% 构建邻接矩阵
n = size(oil_wells, 1) + 1; % n个顶点(油井和联合站)
adj_matrix = zeros(n, n);
for i = 1:n-1
for j = i+1:n-1
d = norm(oil_wells(i,:) - oil_wells(j,:));
adj_matrix(i,j) = d;
adj_matrix(j,i) = d;
end
end
% 计算油井到联合站的距离
s = n; % 联合站的编号
d = zeros(n-1, 1);
for i = 1:n-1
d(i) = dijkstra(adj_matrix, s, i);
end
% 找到最短路径
[~, idx] = min(sum(adj_matrix(1:n-1,1:n-1), 2) + d); % 找到总路径最短的联合站
fprintf('联合站坐标:(%f, %f)\n', oil_wells(idx,:));
% Dijkstra算法实现
function [dist, prev] = dijkstra(adj_matrix, s, t)
n = size(adj_matrix, 1);
dist = inf(n, 1);
prev = zeros(n, 1);
visited = false(n, 1);
dist(s) = 0;
for i = 1:n-1
[~, u] = min(dist(~visited));
if isempty(u)
break;
end
u = find(~visited, 1) + u - 1;
visited(u) = true;
for v = 1:n
if ~visited(v) && adj_matrix(u,v) > 0
alt = dist(u) + adj_matrix(u,v);
if alt < dist(v)
dist(v) = alt;
prev(v) = u;
end
end
end
end
if nargin > 2 && t > 0
path = [];
while t ~= s
path = [t path];
t = prev(t);
end
path = [s path];
if dist(path(2)) == inf
path = [];
end
end
end
```