Various projects in Data Science
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Updated
Jul 6, 2024 - Jupyter Notebook
Various projects in Data Science
This repository contains the implementation of a multi-objective particle swarm optimization algorithm for the flexible job shop scheduling problem, focusing on minimizing energy consumption and balancing machine workloads.
c++ implementation of the Particle Swarm Optimization algorithm
Hyperparameters Tuning of Deep Unfolding Networks for Image Enhancement (DUN)
Hyperparameter selection on machine learning models using Particle Swarm Optimization
Feature engineering is the process of converting raw data into a more accessible format, optimizing it for effective utilization in machine learning models.
A playground for evolutionary computation in Julia
This repository include implementation of particle swarm optimization (pso) algorithm in C++
The project focused on predicting polymer composite thermal conductivity using SVR algorithm, PSO optimization, and LOOCV.
NisI: Non-Ideal System Identification
Bio inspired algorithms in Elixir
Shortest-Path is an open-source project focused on finding the shortest path using Particle Swarm Optimization (PSO) algorithm.
A Java implementation of solving the N-Queens problem using various search algorithms, including BFS, DFS, A* with different heuristics, genetic algorithm, and particle swarm optimization PSO. The project utilizes Java and JavaFX for the user interface.
This repository contains practices of Bioinspired Algorithms, highlighting optimization algorithms such as PSO and genetic algorithms. Explore implementations and applications in optimization problems among others
Este repositorio cuenta con una implementación de BPSO para la solución del problema de la mochila
Kanser Türleri Ayırt Etmek Amacıyla Parçacık Sürüsü Optimizasyonu Kullanılarak Konvolüsyonel (Evrişimli) Modelleri En Efektif Şeklide Eğitme
Pipe size of pressurized irrigation networks that usually have a branched layout had been optimized by assuming a predetermined layout. Few researches have considered simultaneous layout and pipe size optimization. In this study, a hybrid approach that is a combination of pipe size optimizer and layout optimizer is adapted for simultaneous layout a
PSO & genetic algorithm
I checked Pac-Man game based on the meta-heuristic algorithm (PSO) and showed its effectiveness
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