Grammatical Evolution Comes to Matlab
You can work for a lifetime and not earn enough for yourself. You can spend a lifetime in service of humanity and you would not have served so well. But sometimes you spend a little bit of your time on…
Muhammad Adil
Grammatical Evolution Comes to Java
We recently ported the renowned grammatical evolution (GE) algorithm to Java. GE is a strong optimization and machine learning (ML) algorithm that was conceived, invented and developed in Bio-Developmental Systems Research Group at University of Limerick, Ireland. For ages, it existed…
A Genetic Algorithm for Image Reconstruction
We would cordially like to share here the source code of a genetic algorithm (GA). We developed this GA for image reconstruction. We recently reported our work about the evolution of Mona Lisa. We used this algorithm to achieve the…
Evolution of Mona Lisa With Pablo Picasso’s Paintings
In the past, we have also been involved with evolutionary design. In particular, we tried to do an experiment to recreate Mona Lisa using a handful of paintings of Pablo Picasso. We wanted to see how it all goes. Our…
A Tutorial on Simulating Unmanned Aerial Vehicles
We have been working on simulating autonomous drones for quite some time now. We published details of our work in the past. Recently, we thought about publishing our experiences with the feat of simulating drones. Autonomous unmanned aerial vehicles (UAVs)…
Evolving Technical Trading Strategies Using Genetic Algorithms: A Case About Pakistan Stock Exchange
Last summer our team sat down together to come up with a strategy to predict stock market ups and downs. We employed genetic algorithms to predict stock price variations. In particular, our work was focused on Pakistan Stock Exchange. Our…
Optimizing Voice QoE for AI-Driven Communication Leveraging the Wideband E-Model to Minimize Network Latency Artifacts
CASE STUDY: Engineering the Future of Voice Quality How OptimumT Utilizes Advanced Wideband E-Models to Solve Jitter-Induced Audio Artifacts The Challenge: The “Invisible” Quality Killers In modern VoIP and 5G communications, high-definition (Wideband) audio is the standard. However, traditional monitoring…
NUAV – A Testbed for Development of UAVs
In a remote town of Pakistan, in an increasing rural setup, we developed a testbed for simulating drone planes. Our idea was that if we could glue a cutting-edge flight simulator with state-of-the-art machine learning algorithms, innovation will follow spontaneously.…
A Passion Revitalized
At OptimumT we contemplate on why agricultural systems of Pakistan are suffering dilapidation. Pakistan has been an agricultural country in a traditional sense. The agricultural heritage of Pakistan dates backs to millenniums. However, for one reason or the other, agriculture…
Deploying Renewables
The world is adopting renewable energy systems quite fast. Even in the regions where massive adoption of renewable energy systems in not underway, people and polities are contemplating about the possible ways in which it could be done. This recent…