 LinearRegression | general linear regression |
| adsmax | ADSMAX Alternating directions method for direct search optimization. |
| battery | Copyright (C) 2004 Michael Creel |
| bfgsmin | % bfgsmin: bfgs or limited memory bfgs minimization of function |
| bfgsmin_example | Copyright (C) 2004,2005,2006 Michael Creel |
| brent_line_min | % Line minimization of f along df |
| cdiff | % c = cdiff (func,wrt,N,dfunc,stack,dx) - Code for num. differentiation |
| cg_min | % NonLinear Conjugate Gradient method to minimize function @var{f}. |
| cg_min_example_1 | % ok = test_conjgrad_min - Test that conjgrad_min works |
| cg_min_example_2 | % |
| cg_min_example_3 | % ok = test_conjgrad_min - Test that conjgrad_min works with extra |
| d2_min | % [x,v,nev,h,args] = d2_min(f,d2f,args,ctl,code) - Newton-like minimization |
| deriv | % deriv(f,x0[,h,O,N]) |
| dfdp | Copyright (C) 1992-1994 Richard Shrager |
| expdemo | % An example of expfit in action |
| expfit | % USAGE [alpha,c,rms] = expfit( deg, x1, h, y ) |
| fmin | |
| fminbnd | % |
| fmins | % |
| fminsearch | % |
| fminunc | % [x,v,flag,out,df,d2f] = fminunc (f,x,opt,...) - M*tlab-like optimization |
| fzero | % |
| leasqr | Copyright (C) 1992-1994 Richard Shrager |
| leasqrdemo | Copyright (C) 1992-1994 Richard Shrager |
| line_min | % [a,fx,nev] = line_min (f, dx, args, narg) - Minimize f along dx |
| linprog | % Solve a linear program. @code{linprog} solves the following LP: |
| mdsmax | MDSMAX Multidirectional search method for direct search optimization. |
| minimize | % [x,v,nev,...] = minimize (f,args,...) - Minimize f |
| nelder_mead_min | % [x0,v,nev] = nelder_mead_min (f,args,ctl) - Nelder-Mead minimization |
| nmsmax | NMSMAX Nelder-Mead simplex method for direct search optimization. |
| nrm | % Using @var{x0} as a starting point find a minimum of the scalar |
| optimset | % opt = optimset (...) - manipulate m*tlab-style options structure |
| poly_2_ex | % ex = poly_2_ex (l, f) - Extremum of a 1-var deg-2 polynomial |
| polyconf | % [y,dy] = polyconf(p,x,s) |
| rosenbrock | Copyright (C) 2004 Michael Creel |
| samin_example | Copyright (C) 2004 Michael Creel |
| test_d2_min_1 | % Test whether d2_min functions correctly |
| test_d2_min_2 | % Test whether d2_min functions correctly, with two args |
| test_d2_min_3 | % Test whether d2_min functions correctly |
| test_fminunc_1 | % test_fminunc_1 - Test that fminunc and optimset work |
| test_min_1 | % |
| test_min_2 | % test_min_2 - Test that bfgs works |
| test_min_3 | % ok - Test that bfgs works with extra |
| test_min_4 | % test_bfgs - Test that bfgs works |
| test_minimize_1 | % ok = test_minimize - Test that minimize works |
| test_nelder_mead_min_1 | % |
| test_nelder_mead_min_2 | % |
| test_wpolyfit | % Tests for wpolyfit. |
| wpolyfit | % Return the coefficients of a polynomial @var{p}(@var{x}) of degree |
| wpolyfitdemo | % wpolyfitdemo(p) |
| wsolve | % [x,s] = wsolve(A,y,dy) |
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