The minimization of general functions of one or more variables can be carried out using the command:
MINIMIZE
, func, x$_1$[, x$_2$, x$_3$, …]
where func represents a function of up to 50 variables x$_1$, x$_2$, …. Two different optimization methods can be selected as described below which do or do not use numerical derivative information.
The optimization method, as well as finer control over func, can be chosen using the METHOD
directive
METHOD
, key [, key1=value, key2=value, …] [minimize:method]
where key defines the optimization method. Valid options for key are:
BFGS
Broyden-Fletcher-Goldfarb-Shanno conjugate gradient method, which uses numerical gradients (default)SIMPLEX
Downhill simplex method, which uses only function evaluationsOptions to these methods, key1, key2, …, are:
VARSCALE
=vscale Optimization in space of scaled variables.
vscale=0 no scaling (not recommended)
vscale=1 optimization in the space of ln($x$)
vscale=2 optimization in space of initial value scaling, e.g., $x_1/x_{1i}$ (default)
THRESH
=thresh Required accuracy of either the gradient (BFGS) or parameters (SIMPLEX). The default is $1 \cdot 10^{-4}$ for BFGS and $1 \cdot 10^{-2}$ for SIMPLEX. Note that previously this pertained to the function value in the Simplex case.VSTEP
=epsd Step size for numerical gradients (BFGS) or initial SIMPLEX verticesPROC
=procname Specifies the procedure to be executed in each optimization step. This defines a complete function evaluation (if needed, numerical gradients will be evaluated using this procedure as well)STARTCMD
=command Specifies a start command. In each optimization step all input beginning with command to the current MINIMIZE
is processed.Miscellaneous directives (separated by semicolons or linebreaks)
MAXIT
,maxit maximum number of optimization cycles. The default is 30 for BFGS and 100 for SIMPLEX.***, Simple geometry optimization basis=vdz geometry={ O H 1 r H 1 r 2 theta} r=1.8 theta=104 hf mp2 {minimize,energy,r,theta} ---
***, Optimization of 2 d functions geometry={Ne} dexp=[2.0,1.0] basis={ sp,Ne,vdz;c; d,Ne,dexp(1),dexp(2) } hf mp2 eval=energy minimize,eval,dexp(1),dexp(2) ---
***, Optimization of 2 d functions geometry={Ne} dexp=[2.0,1.0] {minimize,eval,dexp(1),dexp(2) method,bfgs,varscale=1,thresh=1e-5,proc=optd} proc optd basis={ sp,Ne,vdz;c; d,Ne,dexp(1),dexp(2) } hf mp2 eval=energy endproc
***, MP2 optimization of core-valence cc-pCVDZ functions geometry={Ne} sexp=20. pexp=30. {minimize,ecv,sexp,pexp method,bfgs,varscale=1,thresh=1e-5,proc=myopt} proc myopt basis={ spd,Ne,vdz;c; s,Ne,sexp p,Ne,pexp } hf {mp2;core,1} eval=energy {mp2;core,0} eall=energy ecv=eall-eval endproc
***, Try to find intersection seam of singlet-triplet CH2 as function of angle basis=vdz geometry={ C H 1 r H 1 r 2 theta} r=1.6 angles=[70,75,80,85,90] do i=1,#angles theta=angles(i) {minimize,ediff,r method,bfgs,thresh=1e-5,proc=findit} ropt(i)=r eseam(i)=etriplet converge(i)=ediff enddo table,angles,ropt,eseam,converge digit,0,3,5,6 proc findit {hf;wf,8,2,2} etriplet=energy {hf;wf,8,1,0} esinglet=energy ediff=(etriplet-esinglet)**2 endproc ---