A very simple Genetic Algorithm implementation for matlab, easy to use, easy to modify runs fast.
The GWO algorithm mimics the leadership hierarchy and hunting mechanism of grey wolves in nature. Four types of grey wolves such as alpha, beta, delta, and omega are employed for simulating the leadership hierarchy. In addition, three main steps of hunting, searching for prey, encircling prey, and attacking prey, are implemented to perform optim…
MultiObjectiveFAEICA-Algorithm (Multi-objective fuzzy adaptive optimisation approach)
Genetic algorithm optimisation of a small-scale wind turbine blade
Adaptive Heterogeneous Improved Dynamic Multi-Swarm PSO (A-HIDMS-PSO) Algorithm. Source code for the paper: IEEE SSCI https://ieeexplore.ieee.org/document/9660115
This repository contains an operational model of the reservoir network in the Nechí catchment, Colombia, and a decision making component simulating operational strategies depending on 12 optimization parameters. For detailed documentation of the models and the results see the publication (Ritter et. al, 2020) linked in the below website.
This repository consists of files which include the thesis report and MATLAB programs for my BEng Final Year Individual Project.
Methods for calculating precise logarithm of a sum and subtraction of very large or very small numbers.
Comparing different time-step Variants for the FTL method and proving & improving the DFTL method
Codebase for the work presented in the article "Optimisation of an exemplar oculomotor model using multi-objective genetic algorithms executed on a GPU-CPU combination".
Gaussian-Process Surrogate Optimisation
A new multimodal optimization fucntion
FAEICA-Algorithm (Fuzzy adaptive optimisation method)
GEARS a toolbox for Global parameter Estimation with Automated Regularisation via Sampling by Jake Alan Pitt and Julio R. Banga
MATLAB app that can plot the design space and results of a experiment in up to five dimensions (x, y, z, colour and dot size).
Codes for the course ENGN 2020
Optimization Techniques Lab Dump
FuzzyACOR-Algorithm (Adaptive fuzzy metaheuristic based optimisation algorithm)
Project in the field of optimisation, in the context of a course from a master of mathematics, at Sorbonne University.
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