epstopdf
LaTeX or pdfLaTeX
Use:$ epstopdf fig.eps
\includegraphics{fig} %without extension
To force the compilation of the document with pdflatex:
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %Force pdflatex processing even with "$ latex" (required by arXiv) \pdfoutput=1 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%