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nature-inspired-algorithms

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Implementation of the Stochastic Diffusion Search Nature-Inspired Swarm-Intelligence Optimization algorithm to solve the Curse of Dimensionality in Data Science and Machine Learning applications. This is a project for the "Optimization" module of AUTh Computer Science Department.

  • Updated Jun 2, 2021
  • Jupyter Notebook

This repository contains algorithms based on nature. This would also contain my solutions to some of the labs from the course 'Nature Inspired Computing' offered to Data Science majors at Innopolis University, Tatarstan, Russian Federation.

  • Updated May 1, 2023
  • Jupyter Notebook

In the literature, different types of inclined planes system optimization (IPO) algorithms have been proposed and evaluated in various applications. Due to the large number of variants and applications, this work provides an overview of IPO’s state-of-the-art in terms of variants presented, applications, statistical evaluation, and analysis. In …

  • Updated Sep 5, 2022
  • MATLAB

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