IEEE

Two-Stage Genetic Algorithm Offline Parameter Optimization of Adaptive Extended Kalman Filter for Robust Battery State-Of-Charge Estimation

Abstract: Accurately estimating battery state of charge (SOC) in electric vehicle applications (EVs) is crucial to ensure a safe and reliable vehicle operation. However, robust SOC estimation under ...
IEEE

Budget-Constrained Edge Server Expansion Deployment via Genetic Algorithm and Particle Swarm Optimization

Abstract: Mobile-edge computing enhances the performance of low-capability end devices by offloading tasks to nearby edge servers, enabling timely responses for delay-sensitive, computation-intensive ...
GitHub

HTHao-git/GA-Hyperparameter-Optimization

A comprehensive framework for optimizing machine learning model hyperparameters using Genetic Algorithms with advanced operators, multi-objective optimization, and complete analysis tools.
Frontiers

Metaheuristic-based gallstone classification using rotational forest explained with SHAP

1 Electronics and Communication Engineering Discipline, Khulna University, Khulna, Bangladesh 2 Centre for Wireless Technology, CoE for Intelligent Network, Faculty of Artificial Intelligence and ...
Frontiers

A robust deep learning framework for predicting carbon dioxide-water alternating gas injection performance and optimization

Figure 1. Schematic diagram of CO 2-WAG technique and CCUS aims. Table 3. CO 2-WAG parameters range. The script then automatically runs numerical simulations number-by-number using the created data ...