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I have formulated what I believe to be a generalized(to some degree) optimization under uncertainty problem. The write up is included in the attached file. I would appreciate any and all input, help or guidance as to how this problem could be solved. If you have any questions please feel free to ask.

My understanding is that this problem doesn't easily fall into any one branch of mathematics, so there are no limitations of methods/ideas to be used in its solution. I have pondered this problem myself for a while but I will not post my ideas just yet because I do NOT want to create a predisposition to a particular solution, i.e. I want to hear fresh unbiased (by me) ideas.

Thanks in advance for your time.

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# Generalized optimization under uncertainty problem

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