User:Stibu/Books/Mathematical Optimization

Introduction and Common Algorithms

 * Introduction
 * Mathematical optimization
 * Optimization problem


 * Linear Optimization
 * Linear programming
 * Simplex algorithm


 * Iterative Method
 * Iterative method
 * Nonlinear programming
 * Newton's method in optimization
 * Quasi-Newton method
 * Davidon–Fletcher–Powell formula
 * Broyden–Fletcher–Goldfarb–Shanno algorithm
 * Limited-memory BFGS
 * Conjugate gradient method
 * Gradient descent
 * Line search
 * Trust region


 * Heuristic Method
 * Heuristic (computer science)
 * Nelder–Mead method
 * Simulated annealing
 * Hill climbing