fminbnd

Scalar bounded nonlinear function minimization

fminsearch

Multidimensional unconstrained nonlinear minimization, by Nelder-Mead direct search method

fzero

Scalar nonlinear zero finding

lsqnonneg

Linear least squares with nonnegativity constraints

optimset

Create or alter optimization options structure

optimget

Get optimization parameters from options structure