Scientific Research Publishing

SymPcNSGA-Testing: A Hybrid Approach to Mitigate Path Explosion in Software Programs ()

To address these shortcomings, we introduce SymPcNSGA-Testing (Symbolic execution, Path clustering and NSGA-II Testing), a ...
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 ...
IEEE

Enhancing Reservoir Characterization: Genetic Algorithm-Assisted Correction of Pore Aspect Ratio Using CNN-LSTM in Petrophysical Modeling

Abstract: Petrophysics primarily focuses on understanding the relationship between rock properties and fluid behavior. However, traditional petrophysical modeling has certain limitations. In the ...