Optimizing Long-term Incentive Plans



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The gradient must satisfy the following equation:



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The restrictions are said to be independent if all the gradients of each restriction are linearly independent, that is is a set of linearly independent vectors on all points where the restrictions are verified. This is equivalent in solving the following problem without any restrictions:

Thus we are maximizing the following equation:




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