IEEE

Energy-Efficient Clustering in WSNs Using Multi-Objective Genetic Algorithms

This research proposes a Multiobjective Genetic Algorithm (MOGA) for energy efficient clustering in Wireless Sensor Networks (WSN). Clustering is a key tactic for improving network scalability and ...

Cracking the code: How a 'prediction machine' is resurrecting the Singapore Stone

Several years ago, my linguistic research team and I began developing a computational tool we call "Read-y Grammarian." Our ...

Ancient DNA sequences that control gene function across plant evolution uncovered

A study has traced thousands of conserved regulatory elements back 300 million years, revealing deep principles of plant genome evolution—a discovery that could pave the way for more precise ...
IEEE

On the Usage of Genetic Algorithms, Reinforcement Learning and Bayesian Optimisation for RF IC Design Automation

Abstract: The design of Radio Frequency (RF) Integrated Circuits (ICs) is a highly complex and computationally intensive task, requiring precise optimisation of multiple parameters to achieve desired ...