I have an equation like this:
\begin{flalign}&I(pair_1,pair_2)=\nonumber\\
&\begin{cases}
0 & if\:\begin{cases}
\max\left(r\left(pair_1^{rx}\right),r\left(pair_2^{tx}\right)\right)\leq
d(pair_1^{rx},pair_2^{tx}) \\ \& \\
\max\left(r\left(pair_1^{tx}\right),r\left(pair_2^{rx}\right)\right)\leq
d(pair_1^{tx},pair_2^{rx}) \end{cases}\\ 1 & otherwise
\end{cases}\nonumber\\
\end{flalign}
I Want to show this equation in whole of two column page. Indeed avoid to put equation in only one column.
My first suggestion is that you use multicols
environment by multicol
package. For example, given your preamble:
\documentclass{doublecol-new}
%\usepackage{natbib,stfloats}
%\usepackage{mathrsfs}
%\usepackage{graphicx}
%\usepackage[tight,footnotesize]{subfigure}
%\usepackage{algorithmic}
%\usepackage{algorithm}
%\usepackage{tabularx}
\usepackage{amsmath}
\usepackage{multicol,lipsum}
\begin{document}
\begin{multicols}{2}
\lipsum[1]
\end{multicols}
\begin{multicols}{1}
\begin{flalign}&I(pair_1,pair_2)=%\nonumber\\
&\begin{cases}
0 & if\:\begin{cases}
\max\left(r\left(pair_1^{rx}\right),r\left(pair_2^{tx}\right)\right)\leq
d(pair_1^{rx},pair_2^{tx}) \\ \& \\
\max\left(r\left(pair_1^{tx}\right),r\left(pair_2^{rx}\right)\right)\leq
d(pair_1^{tx},pair_2^{rx}) \end{cases}\\ 1 & otherwise
\end{cases}\nonumber\\
\end{flalign}
\end{multicols}
\begin{multicols}{2}
\lipsum[2]
\end{multicols}
\end{document}
This would give you the following output:
Also, a bit better looking:
\begin{multicols}{1}
\begin{equation}
I(pair_1,pair_2)=
\begin{cases}
0 & \text{if }
\begin{cases}
\max\left(r\left(pair_1^{rx}\right),r\left(pair_2^{tx}\right)\right)\leq d(pair_1^{rx},pair_2^{tx}) \\
\& \\
\max\left(r\left(pair_1^{tx}\right),r\left(pair_2^{rx}\right)\right)\leq d(pair_1^{tx},pair_2^{rx})
\end{cases}\\
1 & \text{otherwise}
\end{cases}
\end{equation}
\end{multicols}