blob: 80dd82b9c031896dcebd6af4ac0828fe8aa1fbba (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
|
<html>
<head>
<title>
Netlab Reference Manual dist2
</title>
</head>
<body>
<H1> dist2
</H1>
<h2>
Purpose
</h2>
Calculates squared distance between two sets of points.
<p><h2>
Synopsis
</h2>
<PRE>
d = dist2(x, c)
</PRE>
<p><h2>
Description
</h2>
<CODE>d = dist2(x, c)</CODE> takes two matrices of vectors and calculates the
squared Euclidean distance between them. Both matrices must be of the
same column dimension. If <CODE>x</CODE> has <CODE>m</CODE> rows and <CODE>n</CODE> columns, and
<CODE>c</CODE> has <CODE>l</CODE> rows and <CODE>n</CODE> columns, then the result has
<CODE>m</CODE> rows and <CODE>l</CODE> columns. The <CODE>i, j</CODE>th entry is the
squared distance from the <CODE>i</CODE>th row of <CODE>x</CODE> to the <CODE>j</CODE>th
row of <CODE>c</CODE>.
<p><h2>
Example
</h2>
The following code is used in <CODE>rbffwd</CODE> to calculate the activation of
a thin plate spline function.
<PRE>
n2 = dist2(x, c);
z = log(n2.^(n2.^2));
</PRE>
<p><h2>
See Also
</h2>
<CODE><a href="gmmactiv.htm">gmmactiv</a></CODE>, <CODE><a href="kmeans.htm">kmeans</a></CODE>, <CODE><a href="rbffwd.htm">rbffwd</a></CODE><hr>
<b>Pages:</b>
<a href="index.htm">Index</a>
<hr>
<p>Copyright (c) Ian T Nabney (1996-9)
</body>
</html>
|
