Maximization over minimum function

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I want to solve the following optimization problem. Suppose we are given $p_r^i \in [0,1]$ for $r={1,2,...,N}$ and $i={1,2}$ such that $\sum_{r=1}^N p_r^i =1$ for i={1,2}. We want to find $x_r \in [0,1]$ and $y_r \in [0,1]$, $r={1,2,...,N}$ that maximize

$\sum_{k=1}^N \sum_{l=1}^N (x_k + y_l + min\{ 1-x_k, y_k,1-y_l,x_l\})p_k^1 p_l^2$

subject to $\sum_{r=1}^N x_r =1$,$\sum_{r=1}^N y_r =1$.

Possibly we can rewrite the problem as follows: find $x_r \in [0,1]$ and $y_r \in [0,1]$, $r={1,2,...,N}$ that maximize

$\sum_{k=1}^N \sum_{l=1}^N (x_k + y_l + z_{kl})p_k^1 p_l^2$

subject to

$\sum_{r=1}^N x_r =1$,$\sum_{r=1}^N y_r =1$.

$z_{kl} \leq 1-x_k$ for $k =1,2,...,N$

$z_{kl} \leq y_k$ for $k =1,2,...,N$

$z_{kl} \leq 1-y_l$ for $l =1,2,...,N$

$z_{kl} \leq 1-x_l$ for $l =1,2,...,N$

Any idea for finding optimal solution as function of the parameters involved in the problem?