Social mimic optimization algorithm and engineering applications (SMO algorithm)
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Updated
May 19, 2021 - MATLAB
Social mimic optimization algorithm and engineering applications (SMO algorithm)
Particle Swarm Optimization OOP implementation
📄 Official implementation regarding the paper "Adapting Convolutional Restricted Boltzmann Machines Through Evolutionary Optimization".
💹 implementation of the algorithm based on ILS (Iterated Local Search) and Hill Climping to minimize mathematical functions
📄 Official implementation regarding the paper "Enhancing Restricted Boltzmann Machines Reconstructability Through Meta-Heuristic Optimization".
In this section, I share the Meta-Heuristic algorithm codes that I wrote myself
📄 Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".
This is a project that I made in my college to solve the Travelling Salesman Problem with the Border Collie heuristic
DVFS framework
Online selection hyper-heuristic with generic parameter control in low-level heuristics (meta-heuristic).
Harmony Search algorithm implemented in python with object oriented programming.
ICHEA for Dynamic Constraint Optimization Problems (DCOP)
📄 Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".
Implementation of the PAMELI algorithm for computationally expensive multi-objective optimization
Prácticas de la Asignatura MH (Meta Heurísticas) del grado en ingeniería informática en la facultad de Granada (ETSIIT).
🐝 Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.
Black Widow Optimization implemented in pure Python.
Currently a prototype implementation of Pareto local search algorithm in preparation for an upcoming project
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