Windfarm Optimization using Particle Swarm Optimization (Done using PySwarms) and Circle Packing.
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Jan 11, 2021 - Jupyter Notebook
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pyswarms
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A project in which nonogram puzzles are solved using genetic algorithms and swarm intelligence. The project compares the performance and quality of different solutions for different sizes of nonograms. The program was written in python using the pygad and pyswarms packages.
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Jun 20, 2022 - Python
This repository focuses on optimizing a trend-based trading strategy for the EURUSD currency pair. By combining PSO and GA, the goal is to maximize returns while minimizing risk. The strategy considers buy and sell signals based on Supertrend and EMA conditions, with a fixed commission of 3 pips per trade.
genetic-algorithm
pandas
forex
trading-strategies
indicator
trade
technical-analysis
genetic-algorithms
technical-indicators
backtesting-trading-strategies
particle-swarm-optimization
forex-trading
backtesting
exponential-moving-average
moving-average
geneticalgorithm
supertrend
pyswarms
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Feb 18, 2024 - Jupyter Notebook
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Apr 8, 2021 - Jupyter Notebook
1D and 2D axisymmetric solvers for reaction-advection-diffusion PDE. Also includes applications: parameter sweep, parameter sensitivity analysis (SALib), parameter optimisation (PSO - pyswarms).
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Oct 5, 2021 - Jupyter Notebook
SwaNN is a simple framework for neural network training with particle swarm optimization.
neural-network
regression
python3
classification
particle-swarm-optimization
time-series-forecasting
pyswarms
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Updated
Nov 11, 2021 - Jupyter Notebook
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