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Use the Table Below to Answer the Following Questions) Develop a Nonlinear Optimization Models Model to Find the Optimal

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Use the table below to answer the following questions) .
Jonathan Reese is considering three stocks in which to invest with a fixed budget. The table below provides information on Jonathan's expected returns for each stock. The table also provides information, collected from market researchers, on the variance-covariance matrix of the individual stocks. He expects a total return of at least 10%.  Reese’s Stuck  Investment  Plan  Data  Expected  Variance-Covariance Matrix  Return  Stack 1  Stack 2  Stack 3  Stack 1 10% Stack 1 0.0210.0180.003 Stack 2 11% Stack 2 0.0180.0700.006 Stack 3 9% Stack 3 0.0030.0060.003 Target  Retum 10%\begin{array} { | l | r | l | l | l | l | r | } \hline \begin{array} { l } \text { Reese's Stuck } \\\text { Investment } \\\text { Plan }\end{array} & & & & & & \\\hline & & & & & & \\\hline \text { Data } & & & & \\\hline & \text { Expected } & & & { \text { Variance-Covariance Matrix } } \\\hline & \text { Return } & & & \text { Stack 1 } & \text { Stack 2 } & \text { Stack 3 } \\\hline \text { Stack 1 } & 10 \% & & \text { Stack 1 } & 0.021 & 0.018 & - 0.003 \\\hline \text { Stack 2 } & 11 \% & & \text { Stack 2 } & 0.018 & 0.070 & 0.006 \\\hline \text { Stack 3 } & 9 \% & & \text { Stack 3 } & - 0.003 & 0.006 & 0.003 \\\hline \begin{array} { l } \text { Target } \\\text { Retum }\end{array} & 10 \% & & & & & \\\hline\end{array} Develop a Nonlinear Optimization Models model to find the optimal allocation of the budget to each stock, and variance calculations for squared terms and cross-products based on the variance-covariance matrix.
-According to the model, what percentage of the budget should be allocated to Stock 2?

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Definitions:

Units of Y

A term often used in economics and mathematics to denote a measure or quantity of a variable, typically represented on the vertical axis in graphs.

Units of X

A measure or quantity of something, especially as a standard for measurement of the same items.

Income

The money received by an individual or business in exchange for labor, services, or investment, constituting the financial gain derived from various sources over a period of time.

Budget Line

A graphical representation of all possible combinations of two goods or services that a consumer can purchase at given prices within his or her budget constraint.

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