The parameter fig.widthmust be numeric to set the size of the image itself. To control the display of a drawing in LaTeX, use the out.widthand parameters out.height. These parameters must be strings, and you will need to avoid backslashes.
Part
<<plot1, fig.width = 5, fig.height = 5, out.width = "0.48\\textwidth">>=
@
, 48% . plot1-1.pdf , LaTeX
\includegraphics[width=0.48\textwidth]{figure/plot1-1}
.tex.