Particle Swarm Optimization OOP implementation
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Updated
Sep 12, 2023 - Python
Particle Swarm Optimization OOP implementation
📄 Official implementation regarding the paper "Adapting Convolutional Restricted Boltzmann Machines Through Evolutionary Optimization".
📄 Official implementation regarding the paper "Enhancing Restricted Boltzmann Machines Reconstructability Through Meta-Heuristic Optimization".
💹 implementation of the algorithm based on ILS (Iterated Local Search) and Hill Climping to minimize mathematical functions
This is a project that I made in my college to solve the Travelling Salesman Problem with the Border Collie heuristic
DVFS framework
Harmony Search algorithm implemented in python with object oriented programming.
Implementation of the PAMELI algorithm for computationally expensive multi-objective optimization
Ant Colony Optimization meta heuristic algorithm visualization + solving Travel Sales man problem.
Prácticas de la Asignatura MH (Meta Heurísticas) del grado en ingeniería informática en la facultad de Granada (ETSIIT).
Social mimic optimization algorithm and engineering applications (SMO algorithm)
A comprehensive solution to optimize tourism packages, prices, resources, and budgets for startup companies. The project includes mathematical modeling, data analysis, optimization algorithms, database design, and AI-driven demand prediction.
📄 Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".
ICHEA for Dynamic Constraint Optimization Problems (DCOP)
📄 Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".
Local Search Scheduling with Simulated Annealing
Currently a prototype implementation of Pareto local search algorithm in preparation for an upcoming project
Local searches for continuous optimization implemented in C#
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