
600 
Chapter 
7 
intensities are no longer treated as free least squares variables (Pawley) or 
determined  iteratively  after  each  refinement  cycle  (Le  Bail).'  They  are 
included into all calculations as functions of relevant geometrical, specimen 
and structural parameters (see sections 2.10 and 2.11). 
Full profile refinement is computationally intense and employs the non- 
linear least squares method (section 
6.6), which requires a reasonable initial 
approximation of  many  free variables. These usually include peak  shape 
parameters, unit cell dimensions and coordinates of all atoms in the model of 
the  crystal  structure.  Other  unknowns  (e.g,  constant  background,  scale 
factor, overall atomic displacement parameter, etc.) may be simply guessed 
at  the  beginning  and  then  effectively  refined,  as  the  least  squares  fit 
converges  to  a  global  minimum. 
When  either  Le  Bail's  or  Pawley's 
techniques were employed to perform a full pattern decomposition prior to 
Rietveld refinement, it only makes sense to use suitably determined relevant 
parameters (background, peak shape, zero shift or sample displacement, and 
unit cell dimensions) as the initial approximation. 
The  successful practical  use  of  the  Rietveld method,  though  directly 
related to the quality of powder diffi-action data (the higher the quality, the 
better the outcome), largely depends on the experience and the ability of the 
user to properly select a sequence in which various groups of parameters are 
refined. Regardless of the relatively long history of the method, it is certainly 
true that almost everyone familiar with the technique has 
hislher own set of 
"unique"  secrets about how to  make  the refinement stable, complete and 
triumphant. Therefore, in  this chapter we  will  simply introduce the basic 
theory of Rietveld's approach, followed by a series of hands-on examples to 
demonstrate the  refinement  of  crystal  structures with  various  degrees of 
completeness and  complexity. Every  example considered in  this book  is 
supplemented by actual experimental data given on the 
CD, 
thus allowing 
the reader many opportunities to follow our reasoning, as well as to create 
and test hisker own strategies leading to the successful completion of the 
crystal structure determination 
from powder 
diffraction 
data. 
Just as in the case of full pattern decomposition, we will use two fi-eely 
available software codes (LHPM-Rietica2 and 
GSAS3) 
to carry out Rietveld 
refinements using either or  both x-ray and neutron diffraction data. Many 
' 
We introduce this analogy for clarity, even though both Pawley's and Le Bail's techniques 
were developed following Rietveld's  work. 
LHPM-Rietica  (authors:  B.A.  Hunter  and 
C.J. 
Howard)  may  be  downloaded  from 
ftp://ftp.ansto.gov.au/pub/physics/neutron/rietveld/RieticaLHPM95/ 
or 
via 
a  link  at 
http://www.ccp14.ac.uk. 
GSAS  (authors  A.C.  Larsen  and  R.  Von  Dreele)  may  be  downloaded  from 
http://public.lanl.gov/gsas/ 
or 
via 
a link at http://www.ccpl4.ac.uk. A convenient graphic 
user  interface  for  GSAS  (author:  B.H.  Toby)  may  be  downloaded  from 
http://www.ncnr.nist.gov/programs/crystallography/  or 
via 
http://www.ccpl4.ac.uk.