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Tag: evolutionary algorithms

libGE Comes to Java

May 28, 2018 admin FYP Ideas, Ideas, Machine Learning, Research Ideas

This post is about libGE, a famous software for grammatic evolution. The original software is written in C++ and can be found here. For a long time, I used to think that it would be

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Grammatical Evolution in Groovy

March 5, 2017 admin FYP Ideas, Ideas, Machine Learning, Technology

Grammatical evolution (GE) is a famous evolutionary computing algorithm proposed by Conor Ryan et al. In its original form, it uses a genetic algorithm at the back end to evolve genotype of a solution. On

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Solar SImulations

November 27, 2016 admin FYP Ideas, Ideas, Research Ideas

One of my much cherished research goals is to work in the area of renewable energy systems. I am quite intrigued by the recent developments in solar energy systems that are producing superior solar panels

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Evolutionary Art

November 5, 2015 admin Education, FYP Ideas, Ideas, Machine Learning, Research Ideas, Reviews, Technology

I have been obsessed with evolutionary algorithms for quite some time now. This obsession is not without reason, however. Despite their lucidity, evolutionary algorithms can be applied to solve a wide variety of problems. As

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Evolving Operating Systems

October 16, 2015 admin Education, FYP Ideas, Ideas, Machine Learning, Research Ideas, Technology

I attended EuroGP in Valencia in 2007. At one point, the program committee wondered about the possibilities that could be realized through evolutionary algorithms at some point in time in the future. One of the

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How to Evolve Controllers for Simulated Drones

February 15, 2015 admin Ideas, Machine Learning, Research Ideas, Science, Technology

I already wrote a couple of posts about simulated drones some time back. I also wrote a research proposal in which I have cited plenty of literature about developing unmanned aerial systems. In this article

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On Water Distribution Networks

December 22, 2014 admin Education, Ideas, Science, Technology

Another discipline I have been thinking about for quite some time is about water distribution networks. I think that paying attention to water distribution is extremely important. In Pakistan, we already have a lot of

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Grammatical Optimization

December 17, 2014 admin Education, Ideas, Reviews, Science, Technology

Grammatical optimization is based on an idea to provide production rules of a user-specified context-free grammar (in Backus-Naur form) to a genetic algorithm. The genetic algorithm works on the back end as a solution finder.

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Evolutionary Nursery

December 17, 2014 admin Ideas, Reviews, Science, Technology

Long time ago I was quite inspired by the power of evolutionary algorithms as problem solvers. I still am. But it is about that time when I was also awed by how-tos of their implementation.

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Genetic Programming

December 22, 2013 admin Machine Learning

A Typical GP Breeding Cycle Genetic programming (GP) is another very important machine learning (ML) algorithm. It is also a very elegant algorithm and possibly the most powerful too. It belongs to the class of

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