2D irregular shape bin-cutting with heterogenous bins using evolutionary metaheuristics, Particle Swarm Optimization (PSO) and Differential Evolution (DEGL). In python, using shapely.
Hybrid Maritime Weather Forecaster Using Optimized of Neural Networks and Type-2 Fuzzy Logic
Evolutionary Computation methods applied to protein structure prediction and protein folding modeling with the Rosetta Software Suite
This is Python 3 library for multi-criteria decision analysis with decision-maker preference identification based on historical datasets using evolutionary stochastic algorithm Differential evolution
Bio-Inspired Artificial Intelligence (Evolutionary Computing) Algorithms using Python and Matlab.
The hyperparameters of XGBoost was found using the DE algorithm. The fraud detection challenge was used for this project. The model accuracy on test data was found 89%.
Differential Evolution (DE) in MATLAB
Implementation of simple Differential Evolution Algorithm in python with Visualization of Evolution Process and Test on some numerical Benchmark functions
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