GitHub

SMOTE-variants for imbalanced learning

The package implements 86 variants of the Synthetic Minority Oversampling Technique (SMOTE). Besides the implementations, an easy to use model selection framework is supplied to enable the rapid ...
SciELO

Analysis of Linear Antenna Array for minimum Side Lobe Level, Half Power Beamwidth, and Nulls control using PSO

This paper presents the optimization performance of non-uniform linear antenna array with optimized inter-element spacing and excitation amplitude using Particle Swarm Optimization (PSO). The aim of ...
IEEE

An Improved Particle Swarm Optimization Algorithm for the Hybrid Flowshop Scheduling to Minimize Total Weighted Completion Time in Process Industry

Abstract: In this paper, we present an improved particle swarm optimization (PSO) algorithm for the hybrid flowshop scheduling (HFS) problem to minimize total weighted completion time. This problem ...
Frontiers

Intelligent control algorithm for dynamic positioning control system

Introduction: The dynamic positioning system resists the environmental forces such as wind, wave and current acting on the ship through the thruster, so that the ship can remain in the position ...
Frontiers

Convergence analysis of particle swarm optimization algorithms for different constriction factors

Particle swarm optimization (PSO) algorithm is an optimization technique with remarkable performance for problem solving. The convergence analysis of the method is still in research. This article ...
IEEE

A Novel Sigmoid-Function-Based Adaptive Weighted Particle Swarm Optimizer

Abstract: In this paper, a novel particle swarm optimization (PSO) algorithm is put forward where a sigmoid-function-based weighting strategy is developed to adaptively adjust the acceleration ...
Scientific Research Publishing

MPPT Design Using PSO Technique for Photovoltaic System Control Comparing to Fuzzy Logic and P&O Controllers ()

1 Research Unit of Photovoltaic, Wind and Geothermal Systems, National Engineering School of Gabes (ENIG), University of Gabes, Rue Omar Ibn-Elkhattab, Zrig, Gabes, Tunisia. 2 Hatem Bettaher Research ...
Scientific Research Publishing

Optimization of Thermal Aware VLSI Non-Slicing Floorplanning Using Hybrid Particle Swarm Optimization Algorithm-Harmony Search Algorithm ()

1 Department of Electronics and Communication Engineering, Kongu Engineering College, Erode, India. 2 Department of Electrical and Electronics Engineering, Dr. Mahalingam College of Engineering and ...