random cities: scatter / cluster parameters C(a point set) then randomgen(C) ? - MathOverflow most recent 30 from http://mathoverflow.net2013-06-19T21:33:33Zhttp://mathoverflow.net/feeds/question/27838http://www.creativecommons.org/licenses/by-nc/2.5/rdfhttp://mathoverflow.net/questions/27838/random-cities-scatter-cluster-parameters-ca-point-set-then-randomgencrandom cities: scatter / cluster parameters C(a point set) then randomgen(C) ?denis2010-06-11T17:09:04Z2010-06-11T17:09:04Z
<p>An example: given the coordinates of say 1000 cities in the USA,
are there a few parameters which describe how they scatter / cluster,</p>
<pre><code>C = clusterparams( cities )
</code></pre>
<p>which can then drive a random point generator</p>
<pre><code>randomcities = randomgen( C )
</code></pre>
<p>so that</p>
<pre><code>clusterparams( randomcities ) ~ C
</code></pre>
<p>i.e. the random cities scatter/cluster "like" the real cities ?<br>
In general, I have N points in (typically) R2 or R3,
and want to generate synthetic data for kd* trees.</p>