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Optimization problem for a probability density function
I have an minimization problem about a discrete probability density function $p=[p_1,p_2,\cdots,p_n]$
$$E(p) = \left(\sum_{i=1}^np_i(x_i-y)\right)^2+2\sum_{i=1}^np_i\omega_i$$
with constraints that
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