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Starred repositories
Efficient Allocation of Grid Energy Resources including Storage
models for energy storage
This project is in development. It is my attempt to MathWorks' Excellence in Innovation Project 204. This work will be part of my MSc in Automation and Systems Engineering at the Federal University…
MATLAB implementations of a variety of nonlinear programming algorithms.
Synthetic Data Generation (SDG) by nonlinear AutoRegressive with eXogenous input (ARX) model
This work develops a simple energy management algorithm for a residential hybrid system consisting of PV, battery storage, unreliable grid and a diesel generator.
This repository contains data and code related to my new research project on approximating the Energy-Regulation Feasible Region of Virtual Power Plants using a Data-driven Inverse Optimization App…
Implementação da Rede Neural Função base radial (FBR, ou RBF do inglês Radial base function) proposta no Projeto prático 6.5 do livro "Redes Neurais Artificiais para engenharia e ciências aplicadas…
Multi-Period Optimal Power Flow for Active Distribution Systems with Spatially Distributed Computation
In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite element method (FEM) for parametric simulation of static pro…
An augmented JAYA algorithm based on Q-learning and gradient search scheme
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Updated Oct 26, 2023
Code for “MEL: Efficient Multi-Task Evolutionary Learning for High-Dimensional Feature Selection“--[IEEE Transactions on Knowledge and Data Engineering (TKDE 24)]
Genetic algorithms are heuristic search algorithms inspired by the process that supports the evolution of life. The algorithm is designed to replicate the natural selection process to carry generat…
A Parallel Optimization Toolkit for Nonlinear Model Predictive Control (NMPC)
This work proposes a Sequential Motion Optimization with Short-term Adaptive Moment Estimation (SMO-SAdam) to train neural networks.
FreeAskInternet is a completely free, PRIVATE and LOCALLY running search aggregator & answer generate using MULTI LLMs, without GPU needed. The user can ask a question and the system will make a mu…
SmarmLab: a versatile Matlab package for drone swarm simulation.
This is a list of awesome demos, tutorials, utilities and overall resources for the robotics community that use MATLAB and Simulink.
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
The source codes of Parrot optimizer are also publicly available at https://aliasgharheidari.com/PO.html, This study presents the analysis and principle of an effective algorithm to optimize differ…
An Optimal Nonlinear Type-2 Fuzzy FOPID Control Design Based on Integral Performance Criteria Using FSM
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Updated Jan 2, 2024