_{**Course "Methods of Optimization" takes place within the walls of the university and is paired with a colleague. **}

MethodsOptimization

Navigation README

• Problems
• Available function and color in the table
• Files
• Functions
• Work algorithm

Introduction

Using only Lab2 folder All documents on the Russian language and pdf format. They are include description every algorithm of optimization, exclude the hybrid algorithm. All packages in the files requierments.txt

pip install -r requirements.txt 

Backend's folder include only optimization's algorithms (description on the files) Frontshow's folder include only front-end

Hybrid

Description hybrid 

Problem realization and TODO:

• Genetic, Bees, Hybrid, immune system out of bounds of 3d graphic
• Eghold's function very slow displayd (if you using old PC or less 32GB RAM)
• Not correct display point on the graphic, if step for building function > 0.2
• Can't change color function if exists points (because it, delete graphic and rebuild)
• Restriction diapason values
• Simplex method very bad :(

Available function and color in the table

Available function	Available colors for function	Available colors for points
Square	plasma	red
Sin	magma	green
Billa	virdis	blue
Buta	cividis	cyan
Bukina	binary	yellow
Egholder	spring	pink
Quadratic	bone	black
Rosenbrock	inferno	white
ROMA		gray
Rastrigina
Himmelblau

Files (pdf)

QuadraticSwarmBeesBacterialImmuneSystemGenetic

Application

Main window

Graphics

Name function	Picture
Square
Bill
Bukin
Buta
Himmelblau
ROMA
Rastrigin
Rosenbrok
Egholder
Sin

Example Exception

Work algorithms

Name function	Picture
Bacterial
Bees
Genetic
gradient
Hybrid
ImmunSystem
simplex
Swarm

Authors: Abduykov Z.M. and Petrenko M.O.