- principle:
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out of all the probability distributions consistent with a
given set of constraints, choose the one that has maximum
entropy
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any other solution means an implicit use of
knowledge/constraints
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solution obtained as a result of applying Lagrangian
formulation to this maximization problem
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solution is an exponential function
- problem setup: