Changing rooms - let AI arrange the furniture
Changing rooms - let AI arrange the furniture
Written by Lucy Black   
Sunday, 18 September 2011

Furniture arranging - no worries - there's an algorithm for that.

 

I don't know about you, but I just put the furniture more or less where it falls. I'm just glad to have somewhere to sit down but I have to admit that I do envy other people's ability to figure out where things should go. Friends often come in, fidget a lot and then make suggestions about moving item A to position B. But I'm a computer geek. I should be able to solve the problem of furniture arrangement without human help.

 

Make it Home is a program, developed at UCLA and Hong Kong University,  that will work out an optimal arrangement of your furniture. It makes use of a set of rules about how best to place furniture in a room. The rules include parings between items, distances that have to be left around items, orientations etc. It also takes into account the need for pathways through to be kept clear.

Starting from a "pile" of furniture selected from a library of items the program next attempts to optimize the placement of all of the items within the room according to rules. The algorithm uses is simulated annealing. This is a well known AI method that copies the way that a solid cools into a lowest, i.e. optimal, energy state. The optimization starts off at a high simulated temperature which allows items to move about a lot. Then, as the optimization proceeds, the temperature reduces and slowly the furniture solidifies into an optimal arrangement. If you watch the video you can see the "phase change" occur.

 

        

 

It sounds crazy but this idea it works for all sorts of problems and judging from the video it works for furniture arranging - who needs Feng Shui! Now all I need is a nice robot hooked up to the output of the program to actually do the moving...

 

Makeithome

 

To be informed about new articles on I Programmer, subscribe to the RSS feed, follow us on Twitter or Facebook or sign up for our weekly newsletter.

 

Banner


ImageNet Training Record - 24 Minutes
21/09/2017

One of the problems with neural networks is how long it takes to train them. Researchers have just smashed the training barrier by reducing the time to train ResNet from 14 days to one hour and have c [ ... ]



Does Strong Typing Help?
18/10/2017

We all have our opinions on static strong typing versus dynamic or even no real typing at all, but hard evidence of what works is thin on the ground. Now some new research gives us some facts to throw [ ... ]


More News

Last Updated ( Monday, 19 September 2011 )
 
 

   
Banner
Banner
RSS feed of news items only
I Programmer News
Copyright © 2017 i-programmer.info. All Rights Reserved.
Joomla! is Free Software released under the GNU/GPL License.