Experiments from the paper "A diversity metric for population-based metaheuristic algorithms", published in 2022.

Biogeography-Based Optimization (BBO) in MATLAB

A matlab class of Gene Expression Programming, the algorithm referenced from the book "Gene Expression Programming. Ferreira, Cândida. 2006"

Implementation of genetic algorithms with matlab

MATLAB code for Teaching Learning Based Optimization Algorithm (minimization and maximization)

A simplified and effective version of IPO (called SIPO) with the aim of simplifying the main IPO equations, creating a powerful trade-off between the concepts of exploitation and exploration, and modifying the complexity of their structural parameters.

Assignment 1 of EC2021 (Evolutionary-Computation-and-Its-Applications)

Experiments from the paper "Optimal control strategy based on neural model of nonlinear systems and evolutionary algorithms for renewable energy production as applied to biofuel generation", published in 2017.

Evolutionary Computation Projects

Imperialist Competitive Algorithm (ICA) in MATLAB

Assignments and Classworks for evolutionary computing for Summer Semester 2018 at Hochschule Bonn-Rhein-Sieg

FuzzyMSFLA-Algorithm (Fuzzy adaptive optimisation method)

Solving the Travelling salesman problem using genetic algorithms in Matlab.

Just files for our class.

Strength Pareto Evolutionary Algorithm 2 (SPEA2) in MATLAB

A genetic algorithm variant to run parallel populations to save time while acting similar to the original one

A pure-MATLAB library of EVolutionary (population-based) OPTimization for Large-Scale black-box continuous Optimization (evopt-lso).

FBGA-MLP model (hybrid machine learning model)

Some evoluationary algorithms (e.g., genetic algorithm and water flow optimizer) using GPU.

FAEICA-Algorithm (Fuzzy adaptive optimisation method)