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Dmitry Safonov's Projects

circles_packaging_simulation icon circles_packaging_simulation

A graphical program that is written in C (using Win32API) that solves the problem of optimal packaging of circles using particle swarm optimization (PSO) algorithm

cnn_train_using_pso icon cnn_train_using_pso

Project for testing the ability of particle swarm optimization algorithm (PSO) to train a convolutional neural network (CNN) for solving MNIST digits recognition problem.

food_searching_agent_simulation icon food_searching_agent_simulation

Simulation of the agent's learning behavior in a dynamically changing environment. The goal of the agent's behavior is to find and consume food. Search efficiency increases in the process of continuous interaction of the agent with the environment. A model-free reinforcement learning algorithm, Q-learning, is used as the learning algorithm.

jema_project icon jema_project

Juvus Engine for Multimedia Applications (JEMA) is a simple engine for creation of graphical applications under Windows platform. It is written in C and could be used, for example, to build simple 2D games.

lcd icon lcd

This repository contains all of the code for interfacing with a 16x2 and 20x4 Character I2C LCD Displays.

psd_dv_values_determination icon psd_dv_values_determination

Program is designed for determination of the cumulative distribution parameters Dv(x), which can be used to describe the cumulative particle size distribution.

smooth_polygon_algorithm icon smooth_polygon_algorithm

The application demonstates the work of the algorithm for constructing an arbitrary polygon with smoothed vertices. Determination of the points needed to smooth vertices is based on utilizing the de Casteljan algorithm.

traffic_light_simulator icon traffic_light_simulator

A graphical program that is written in C (using Win32API) with purpose of simulation of the single traffic light work

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