A Python implementation of the Dispersive Flies Optimization algorithm, and an implementation to find Steiner systems
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Updated
Dec 4, 2022 - Python
A Python implementation of the Dispersive Flies Optimization algorithm, and an implementation to find Steiner systems
Particle Swarm Optimization (PSO) algorithm in 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).
Ant Colony Optimization for road trips
Repository for RBE595 - Swarm Intelligence Course Assignments (Spring 2023)
Pytorch Implementation of the Swarmalators algorithm from "Exotic swarming dynamics of high-dimensional swarmalators"
Project for storing practices of my Artificial Intelligence course; includes benchmark functions resolved by bioinspired AI algorithms in Python.
Multi-agent pursuit in matrix world (pursuitMW)
Hyperparameter selection on machine learning models using Particle Swarm Optimization
Altruistic Whale Optimization Algorithm (AltWOA)
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
We demonstrate decentralized drone swarm control learned via large-scale multi-agent reinforcement learning.
Adaptive Multi-Population Optimization Algorithm
An ant colony optimization algorithm applied to the longest path problem
Discrete PSO is a variant of the Particle Swarm Optimization (PSO) algorithm that is designed for discrete optimization problems
Repository of the project for the CMEPDA course
Application for global optimization of multiextremal nondifferentiable functions.
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