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GSoC - A new Idea for Orange.

General discussions about Orange and with Orange connected things (data mining, machine learning, bioinformatics...).

GSoC - A new Idea for Orange.

Postby mudit3774 » Sun Apr 01, 2012 19:56

Hello,

I am a GSoc applicant and I have already given my details and background here: viewtopic.php?f=14&t=1552 .I was going through Orange documentation and I found some scope for a new idea. Please let me know if it is of interest to the community or not.

I propose to add "Bio-inspired Evolutionary Algorithms" support.

It has been quite an interesting and relevant topic of research in the recent past and these algorithms can be put together with other algorithms like some neural networks or random forest and thus resulting in decreased convergence time and avoid getting stuck in local minima. I plan to implement the some algorithms like ant colony optimization iridia.ulb.ac.be/~mdorigo/ACO/ACO.html and it's variants and bees algorithms. The ACO meta-heuristics has various applications, including data mining.

I also propose to implement some neural networks algorithms and ant -colony optimization. Please let me know your views on the same.

Best Regards,

Mudit Raj Gupta

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