Update README.md

Author: StrongerProgrammer7

README.md

@@ -9,42 +9,38 @@ 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
-#
+
+***Hybrid***
+
 ```sh 
 Description hybrid 
 ```
 
-#### Problem realization and TODO:
+### 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 :(
+![Problem all back alg for show point](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/b1ba526f-b488-4a0f-8464-53f2721582e7)
 
-#### Available colors for function 
-- Square
-- Sin
-- Billa
-- Buta
-- Bukina
-- Egholder
-- Quadratic
-- Rosenbrock
-- ROMA
-- Rastrigina
-- Himmelblau
+### 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 |
 
-#### Available colors for points
-- red
-- green
-- blue
-- cyan
-- yellow
-- pink
-- black
-- white
-- gray
-#### Files (pdf)
+### Files (pdf)
 
 [Quadratic](https://github.com/StrongerProgrammer7/MethodsOptimization/files/13537235/LR2.pdf)
 [Swarm](https://github.com/StrongerProgrammer7/MethodsOptimization/files/13537236/LR4_Algoritm_roya_chastits.pdf)
@@ -55,10 +51,36 @@ Description hybrid
 
 ## Application
 ### Main window
+![main](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/d4b3595d-9270-4f15-9063-0791e173b46c)
 
 ### Graphics
 
+| Name function  | Picture |
+| ------ | ------ |
+| Square | ![square](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/fc86954b-8eb0-4201-9795-e8d3d446853f) | 
+| Bill | ![bill](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/f5bba18c-1d77-4424-ade1-b54a88aa5cd4) | 
+| Bukin | ![Bukin](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/94c2bd38-e9cc-44b1-bc26-75e6e56bb843) | 
+| Buta | ![but](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/899402b6-3e87-4ea1-b3df-3e50f5d89537) | 
+| Himmelblau | ![Himmelblau](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/619642b1-0f5c-463a-b1f3-4539e48a7d0d) | 
+| ROMA | ![ROMA](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/c1f51aa9-cf1b-4ccf-a6b4-2898bfd455d4) | 
+| Rastrigin | ![Rastrigin](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/4d0986fd-5031-4780-bfe1-ab6be7272cac) | 
+| Rosenbrok | ![Rosenbrok](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/dd37f863-9a22-495e-bdc6-397983a29403) |
+| Egholder | ![Egholder](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/27744b92-ea04-49e5-9fae-0e0561877352) |
+| Sin | ![sin](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/83799c8d-03ac-4c48-8e8b-c077366a1e89) |
+
 ### Example Exception
+![Exception](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/48f4b7c5-4e05-4d68-9b64-061c7992fab9)
 
-### Work algorithm
+### Work algorithms
+| Name function  | Picture |
+| ------ | ------ |
+| Bacterial | ![Bacterial](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/aae6377d-aaab-4c1d-b096-6b8d32724974) |
+| Bees | ![Bees](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/fe5e4a5f-d04b-400b-81e0-b953d8ac8038) |
+| Genetic | ![Genetic](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/cfd6a153-ccfc-460b-9020-59a5c446d624) |
+| gradient | ![gradient](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/45b0aee0-4fc1-47ac-81a8-55cfe224e435) |
+| Hybrid | ![Hybrid](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/d3ffce7b-07c6-4e3a-bac7-7da21fd20b67) |
+| ImmunSystem | ![Immun](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/c22ac6ef-44fb-4b31-b689-9dc96ef68e6f) |
+| simplex | ![simplex](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/21608cc8-42ef-4a3a-9439-33dddc91047e)|
+| Swarm| ![Swarm](https://github.com/StrongerProgrammer7/MethodsOptimization/assets/71569051/77b1a049-65ef-46e8-a963-e0f52c96ee4d)|
 
+***Authors: Abduykov Z.M. and Petrenko M.O.***