Introduction to Unconstrained Optimization with R

Mishra, Shashi Kant, Ram, Bhagwat · Springer · 2021-01-15

The book highlights methods such as the steepest descent method, Newton method, conjugate direction method, conjugate gradient methods, quasi-Newton methods, rank one correction formula, DFP method, BFGS method and their algorithms, convergence analysis, and proofs.