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The purpose of this research is to study and create a mathematical model under the terms of the probability of randomly imposed, specially by building a model of random Complex Solar particular by removing the salinity of the water, and thus to obtai n fresh water and that, under certain conditions. We Assure that the question of finding the optimum values ​​for the variables solar collector above represent varieties of special issues of mathematical modeling and nonlinear stochastic, we point to that the most effective ways to find the perfect solution for this kind of issues are stochastic gradient methods
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