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Tag: genetic algorithms

Analysis of Diversity in Grammatical Evolution

June 2, 2021 admin FYP Ideas, Ideas, Machine Learning, Research Ideas

Recently we worked together to analyse population diversity in a grammatical evolution environment. Our paper was published ina nice conference. You may want to have a look. Analysis of Diversity in Grammatical Evolution – IEEE

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Blizzard is Released

September 10, 2020 admin FYP Ideas, Ideas, Machine Learning, Research Ideas, Science, Technology

Recently, we committed a new release of GELAB. This is called Blizzard. A major highlight of this release is that GELAB can now perform hybrid optimization. adilraja/GELAB GELAB: A Matlab Toolbox for Grammatical Evolution GitHub

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Evolving MIMO Multi-layered Artificial Neural Networks Using Grammatical Evolution

May 8, 2019 admin FYP Ideas, Ideas, Machine Learning, Research Ideas

Recently, we have been involved in developing a capacity for evolving artificial neural networks using Grammatical Evolution (GE). Our target was MIMO networks, as they can be used in various control systems that require simultaneous

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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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A Genetic Algorithm for Image Reconstruction

May 26, 2018 admin FYP Ideas, Ideas, Machine Learning, Research Ideas

I feel like sharing here the source code of a genetic algorithm (GA). This was developed by Muhammad Farooq Arshad (a very dear student) during his FYP. The code is a part of his work

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Evolution of Mona Lisa With Pablo Picasso’s Paintings

April 28, 2018 admin Education, FYP Ideas, Ideas, Machine Learning, Research Ideas, Science, Technology

I remember I wrote about my presentation about the evolution of Mona Lisa at IBA, Sukkur. Recently, our article on the topic got published with IEEE. The title is Evolution of Mona Lisa with Pablo

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Evolution of Mona Lisa

March 13, 2018 admin FYP Ideas, Ideas, Machine Learning, Research Ideas, Science, Technology

Recently, I had an opportunity to attend a conference. The conference, code named iCoMET, was held in IBA Sukkur, Sindh, Pakistan. We presented our work about evolution of Mona Lisa using an evolutionary algorithm. The presentation

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A Tutorial on Simulating Unmanned Aerial Vehicles

March 9, 2018 admin FYP Ideas, Ideas, Machine Learning, Research Ideas, Science, Technology

I remember I posted something about our work that got published on UAVs. Here is another article that got published recently. Since we’d been working in this area for quite some time, we thought about

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Computational Materials Science

June 16, 2017 admin FYP Ideas, Ideas, Research Ideas

I received a call from Dr. Khalid Mahmood Ghauri today. Dr. Ghauri taught me at the University of engineering and technology, Lahore when I was an undergraduate student. He is one of my favorite teachers.

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On Losses, Pauses, Jumps and the Wideband E-Model

May 28, 2017 admin Ideas, Machine Learning, Research Ideas, Technology

I did this work while I was a postdoctoral researcher in Orange Labs. It recently got published with IEEE Access. It is a moment of happiness for me. It reminds me of all the long

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