HW01 : Root-finding method
- Bisection method
- Secant method
- Newton's method
- Regular falsi method
HW02 : Univariate Optimization
- Fibonacci search
- Golden section search
- Seeking initial bound
HW03 : Multivariate Optimization - Non-smooth function
- Nelder-Mead method
- Powell's method
HW04 : Multivariate Optimization - derivative method
- Method of steepest descent
- Newton's method
- Quasi-Newton's method(SR1, BFGS)
HW05 : Multivariate optimization - Conjugate Gradient method
- Linear conjugate gradient method
- Nonlinear conjugate gradient method
- CG-FR
- CG-PR
- CG-HS
HW06 : Least Square method
- Gauss-Newton's method
- LM(Levenberg–Marquardt) method
HW07 : Global optimization
- Genetic Algorithm