Tag: genetic programming

Technical Trading Rules for Pakistan Stock Exchange

February 25, 2021 admin FYP Ideas, Ideas, Machine Learning, Research Ideas

We did some work in the past to devise technical trading rules for Pakistan stock exchange. This time we did a similar type of work using genetic programming. I hope that you like our work.

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

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

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

Modelling the Effect of Packet Loss on Speech Quality: Genetic Programming Based Symbolic Regression

November 18, 2015 admin Computer Networks, Research Ideas

I delivered the following couple of presentations sometime in 2006. The ideas presented could be used to do some further research. Photo by diskychick If you found an error, highlight it and press Shift

GPLAB Adapted

November 18, 2015 admin Machine Learning, Reviews, Technology

During my PhD research, I leveraged quite a lot from symbolic regression through genetic programming. In turn I used GPLAB for doing a great deal of my work. GPLAB is a famous Matlab toolbox for

Wideband E-Model and the Loss, Pause and Jump Impairments

October 30, 2015 admin Computer Networks, Education, FYP Ideas, Ideas, Machine Learning, Research Ideas, Technology

Here are some slides about some work in the domain of speech quality estimation. These also have some nice ideas worth pondering. Photo by Paul and Jill If you found an error, highlight it and

Real-time, Non-intrusive Speech Quality Estimation of Voice Over Internet Protocol (VoIP) Using Genetic Programming

October 30, 2015 admin Computer Networks, FYP Ideas, Ideas, Machine Learning, Research Ideas, Technology

I used these slides to defend my PhD dissertation. You might want to browse these to get some ideas. And surely, they do have some nice ideas. Photo by jespahjoy If you found an error,

Evolvable Operating Systems

October 28, 2015 admin Ideas, Machine Learning, Research Ideas, Technology

A few days back, I wrote about possible applications of evolutionary algorithms (EAs) for design and development of operating systems. In particular, I gave an example of how the Ubuntu’s Unity desktop could be optimized,

Application Integration Software

July 29, 2015 admin Education, Ideas, Machine Learning, Science, Technology

Sometimes we have different software applications and we have to integrate them. The applications could be written in the same language or not. But to get them working together is important. One such problem is