项目作者: AlexanderKlanovets
项目描述 :
Implementation of different swarm intelligence algorithms
高级语言: Jupyter Notebook
项目地址: git://github.com/AlexanderKlanovets/swarm_algorithms.git
Swarm intelligence algorithms implementation
The algorithms developed in this repository are part of my Bachelor’s diploma thesis dedicated to designing a system based on multicriteria swarm algorithms for tuning artificial neural networks.
Repository contents
- an implementation of different swarm intelligence algorithms (for now, specifically for unconstrained continuous optimization problems with a single objective);
- a set of test objective functions to experiment with and use them for models’ tests;
- a utility for optimization process visualization;
- a Jupyter notebook with a usage and visualization demo (animations don’t work properly on a Github Jupyter notebook viewer).