The examples and exercises mentioned in the codes refer to the book An Introduction to Optimization (4th ed.) by Edwin K. P. Chong and Stanislaw H. Zak.
Sai-Nandan-Desetti/Optimization-Techniques
Implementation of a few optimization algorithms
Jupyter Notebook