fish_school_ground_truth contains the tracking data used in the paper "A data-driven procedure for modeling collective behavior" by de Andrade et al. (2024).
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Updated
Mar 22, 2024 - Python
fish_school_ground_truth contains the tracking data used in the paper "A data-driven procedure for modeling collective behavior" by de Andrade et al. (2024).
Design of Strong Fuzzy Partitions from Cuts
Swarm Based Optimization for Mining Gradual Patterns
Ant colony simulator
Reynold boids implementation and Particle Swarm Optimization
A flexible Particle Swarm Optimization (PSO) framework utilizing multiple inheritance in Python
Tasks for a college course titled Biologically Inspired Algorithms
This repositories include python version of the optimization algorithm which is proposed by Mirjalili, and I did some modifications based on the original code.
this project visualizes the optimization process of benchmark functions using two Evolutionary Algorithms (EAs): Particle Swarm Optimization (PSO) and Grey Wolf Optimization (GWO). It aims to provide an intuitive understanding of the algorithms' dynamics and performance in function optimization tasks
Repository of the project for the CMEPDA course
Trabalhos realizados na disciplina de IAR, CCT - UDESC
Computational Intelligence Optimization
Tkinter python simulator of a robot swarm - centralized and distributed swarm behaviors
Based on our paper "SnapEnsemFS: A Snapshot Ensembling-based Deep Feature Selection Model for Colorectal Cancer Histological Analysis" published in Scientific Reports, Nature (2023).
Observing and generating swarm like behavior for homogeneous agents in a simple 2D environment.
A simple way to print swarm agents' positions in 2D search space.
Autonomous car simulator (based on Python) implemented by particle swarm optimization.
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