cool project to use a genetic algorithm for?

Posted by Ryan on Stack Overflow See other posts from Stack Overflow or by Ryan
Published on 2009-01-23T06:00:36Z Indexed on 2010/05/17 3:50 UTC
Read the original article Hit count: 423

Filed under:

genetic-algorithm

|

ideas

|

learning

|

machine-learning

I'm looking for a practical application to use a genetic algorithm for. Some things that have thought of are:

Website interface optimization
Vehicle optimization with a physics simulator
Genetic programming
Automatic test case generation

But none have really popped out at me. So if you had some free time (a few months) to spend on a genetic algorithms project, what would you choose to tackle?

© Stack Overflow or respective owner

Related posts about genetic-algorithm

Need help with fixing Genetic Algorithm that's not evolving correctly

as seen on Stack Overflow - Search for 'Stack Overflow'
I am working on a maze solving application that uses a Genetic Algorithm to evolve a set of genes (within Individuals) to evolve a Population of Individuals that power an Agent through a maze. The majority of the code used appears to be working fine but when the code runs it's not selecting the best… >>> More
How should I Test a Genetic Algorithm

as seen on Stack Overflow - Search for 'Stack Overflow'
I have made a quite few genetic algorithms; they work (they find a reasonable solution quickly). But I have now discovered TDD. Is there a way to write a genetic algorithm (which relies heavily on random numbers) in a TDD way? To pose the question more generally, How do you test a non-deterministic… >>> More
A detail question when applying genetic algorithm to traveling salesman

as seen on Stack Overflow - Search for 'Stack Overflow'
I read various stuff on this and understand the principle and concepts involved, however, none of paper mentions the details of how to calculate the fitness of a chromosome (which represents a route) involving adjacent cities (in the chromosome) that are not directly connected by an edge (in the graph)… >>> More
Automatic test data generation using genetic algorithm in MATLAB

as seen on Stack Overflow - Search for 'Stack Overflow'
I am doing my project in software testing. Genetic algorithm is the technique I want to use to generate automatic test data\test cases in MATLAB. Please help me in doing my project successfully. >>> More
Do you have genetic algorithm in production?

as seen on Stack Overflow - Search for 'Stack Overflow'
Is it good idea to use genetic algorithm in production? If you are using it: In what case? What pros for selecting subj? Can you easily add changes to algorithm? >>> More

Related posts about ideas

Ideas for OpenSource CMS in ASP.NET MVC

as seen on Stack Overflow - Search for 'Stack Overflow'
I am in the process of collecting ideas for building an opensource CMS based on ASP.net framework. I have choosen ASP.NET MVC with Jquery as the tool to develop this. I have made this as community wiki. Background: Most of the good CMS that is available is built on PHP, though off late CMS built… >>> More
A project idea for project ideas!?

as seen on Programmers - Search for 'Programmers'
First take a look at this question which I asked a few months ago. I still can't find a place where programmers and computer specialists can discuss their projects and ideas. I found OpenHatch.com. It's good but not sufficient, it's only for open-source projects and is not really a place to discuss… >>> More
Ideas for my MSc project and Google Summer of Code 2011

as seen on Ask Ubuntu - Search for 'Ask Ubuntu'
I'm currently putting together ideas for my master's project which I'll be working on over the summer, and I would like to be able to use this time to help Ubuntu in some way. I have the freedom to come up with pretty much any project in the field of software development/engineering provided it Is… >>> More
Innovating with Customer Needs Management

as seen on Oracle Blogs - Search for 'Oracle Blogs'
We're pleased to announce the addition of Agile Customer Needs Management (CNM) to the portfolio of PLM offerings by Oracle. CNM allows manufacturing companies to capture the voice of the customer and market, and arm their product designers with the information that they need to better meet customer… >>> More
Is it smart to give idea to company?

as seen on Programmers - Search for 'Programmers'
I have a few interesting ideas (business ideas) that can be implemented as add-on features of existing business products (web-based products, mostly startups). Based on experience, can anyone let me know if telling them would be a good idea or not? I'm hoping to get some feedback from both sides… >>> More