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One-Variable Optimization Problem

\begin{eqnarray}\label{Problem no error} \textrm{Problem}\hspace{-.1in}&:&\left{ \begin{array}{ll} \max{\pi_0 F_{L_0}(W)-\frac{\pi_1}{W}\int_0 ^W F_{L_1}( \alpha )d \alpha }, \ \textrm{s.t.}\quad \int_0^W F_{L_0} (\alpha)d\alpha <\xi''

                  \end{array}
                \right.

\end{eqnarray}

$W$ is the variable, and $F( \cdot )$ is probability distribution function, $L_0$ and $L_1$ are random variables. Also, $\pi_0, \pi_1>0$ and $\pi_0 + \pi_1 =1$. Further, for example, $F_L_0$ and $F_L_1$ can be such as below:

\begin{eqnarray} F_{L_0}(\alpha) &=& 1-e^{-\mu \alpha} \quad \alpha \geq 0. \label{PDF0}\\ F_{L_1}(\alpha) &=& 1-e^{-\lambda \alpha} \quad \alpha \geq 0. \label{PDF1} \end{eqnarray}