Numerical-Computation-and-Optimization-Models_KDAI-Project

This Repository stores any Project & Assignment from Course : Numerical Computation & Optimization Models from KDAI Curriculum
This program including :
- How to Design System using Optimization Concept
- How to solve some numerical & Optimization problem using Python & Spreadsheet (Excel)
  - Taylor Series
  - Finite Difference Method (FDM)
  - Ordinary Diffential Equation (ODE)
  - Euler 's Method
  - Newton 's Method
  - Unconstraint Optimization --> Penalty Function Method
  - and so on

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
Assignment1_Puriwat_Optimization.pdf		Assignment1_Puriwat_Optimization.pdf
KDAI_Numerical_Assignment_Euler's_Method_Puriwat.ipynb		KDAI_Numerical_Assignment_Euler's_Method_Puriwat.ipynb
KDAI_Numerical_Assignment_FDM_article2.1_Handwritten_Puriwat.pdf		KDAI_Numerical_Assignment_FDM_article2.1_Handwritten_Puriwat.pdf
KDAI_Numerical_Assignment_FDM_part_2_Puriwat_(9_Apr_23).ipynb		KDAI_Numerical_Assignment_FDM_part_2_Puriwat_(9_Apr_23).ipynb
KDAI_Numerical_Assignment_Finite_Difference_Method_(FDM)_Puriwat.ipynb		KDAI_Numerical_Assignment_Finite_Difference_Method_(FDM)_Puriwat.ipynb
KDAI_Numerical_Assignment_Newton_'s_method_Puriwat.ipynb		KDAI_Numerical_Assignment_Newton_'s_method_Puriwat.ipynb
KDAI_Numerical_Class_Example_Finite_Difference_Method_9_Apr_23.ipynb		KDAI_Numerical_Class_Example_Finite_Difference_Method_9_Apr_23.ipynb
KDAI_Numerical_Simple_Implementation_of_Newton's_Method_(23_Apr)_Puriwat.ipynb		KDAI_Numerical_Simple_Implementation_of_Newton's_Method_(23_Apr)_Puriwat.ipynb
Numerical_Constraint Optimization_Puriwat.pdf		Numerical_Constraint Optimization_Puriwat.pdf
Numerical_Penalty_Function.xlsx		Numerical_Penalty_Function.xlsx
README.md		README.md

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