Exam 8: Nonlinear Programming and Evolutionary Optimization

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Calculate the annual inventory costs for the following data. Calculate the annual inventory costs for the following data.

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In the GRG algorithm the initial solution is called the

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An office supply company is attempting to determine the order quantity for Mt. White fountain pens which are sold to local executives. Annual demand is 5,000 units and each pen costs the store $50. It costs $75 to place an order and the inventory carrying cost rate is 30% of the value of the item. Formulate the objective function for this problem. Let Q indicate the order quantity.

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An investor is developing a portfolio of stocks. She has identified 3 stocks to invest in. She wants to earn at least 5% return but with minimum risk. The problem data is given in the following Excel spreadsheet. What formula should be entered in cell H11 of the Excel spreadsheet? An investor is developing a portfolio of stocks. She has identified 3 stocks to invest in. She wants to earn at least 5% return but with minimum risk. The problem data is given in the following Excel spreadsheet. What formula should be entered in cell H11 of the Excel spreadsheet?    An investor is developing a portfolio of stocks. She has identified 3 stocks to invest in. She wants to earn at least 5% return but with minimum risk. The problem data is given in the following Excel spreadsheet. What formula should be entered in cell H11 of the Excel spreadsheet?

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In NLP a local optimum is best described as

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The following questions pertain to the problem and spreadsheet below. A company makes products A and B from 2 resources, labor and material. The company wants to determine the selling price which will maximize profits. A unit of A costs 25 to make and demand is estimated to be 20 - .10 * Price of A. A unit of B costs 18 to make and demand is estimated to be 30 - .07 * Price of B. The utilization of labor and materials and the available quantity of resources is shown in the table. A reasonable price for the products is between 100 and 200.  The following questions pertain to the problem and spreadsheet below. A company makes products A and B from 2 resources, labor and material. The company wants to determine the selling price which will maximize profits. A unit of A costs 25 to make and demand is estimated to be 20 - .10 * Price of A. A unit of B costs 18 to make and demand is estimated to be 30 - .07 * Price of B. The utilization of labor and materials and the available quantity of resources is shown in the table. A reasonable price for the products is between 100 and 200.    Let X<sub>1</sub> = demand for As and X<sub>2</sub> = demand for Bs. Let P<sub>1</sub> = price for As and P<sub>2</sub> = price for Bs    -Refer to Exhibit 8.1. What formula is used in cell B7 of the spreadsheet for this problem? Let X1 = demand for As and X2 = demand for Bs. Let P1 = price for As and P2 = price for Bs  The following questions pertain to the problem and spreadsheet below. A company makes products A and B from 2 resources, labor and material. The company wants to determine the selling price which will maximize profits. A unit of A costs 25 to make and demand is estimated to be 20 - .10 * Price of A. A unit of B costs 18 to make and demand is estimated to be 30 - .07 * Price of B. The utilization of labor and materials and the available quantity of resources is shown in the table. A reasonable price for the products is between 100 and 200.    Let X<sub>1</sub> = demand for As and X<sub>2</sub> = demand for Bs. Let P<sub>1</sub> = price for As and P<sub>2</sub> = price for Bs    -Refer to Exhibit 8.1. What formula is used in cell B7 of the spreadsheet for this problem? -Refer to Exhibit 8.1. What formula is used in cell B7 of the spreadsheet for this problem?

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The main difference between LP and NLP problems is that NLPs will have a

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The Reduced Gradient is similar to which of these terms from linear programming?

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Which point or points are global optima in this diagram? The dashed line represents the objective function and the objective is to maximize the value of the objective function. Which point or points are global optima in this diagram? The dashed line represents the objective function and the objective is to maximize the value of the objective function.

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The GRG and Simplex algorithms are similar in that

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A company wants to locate a new warehouse to minimize the distance travelled by its delivery trucks. It has four stores and their coordinates are listed in the below. A company wants to locate a new warehouse to minimize the distance travelled by its delivery trucks. It has four stores and their coordinates are listed in the below.    Formulate the objective function for this problem. Let X and Y represent the X, Y coordinates of the new warehouse. Formulate the objective function for this problem. Let X and Y represent the X, Y coordinates of the new warehouse.

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The following questions pertain to the problem and spreadsheet below. A company makes products A and B from 2 resources, labor and material. The company wants to determine the selling price which will maximize profits. A unit of A costs 25 to make and demand is estimated to be 20 - .10 * Price of A. A unit of B costs 18 to make and demand is estimated to be 30 - .07 * Price of B. The utilization of labor and materials and the available quantity of resources is shown in the table. A reasonable price for the products is between 100 and 200.  The following questions pertain to the problem and spreadsheet below. A company makes products A and B from 2 resources, labor and material. The company wants to determine the selling price which will maximize profits. A unit of A costs 25 to make and demand is estimated to be 20 - .10 * Price of A. A unit of B costs 18 to make and demand is estimated to be 30 - .07 * Price of B. The utilization of labor and materials and the available quantity of resources is shown in the table. A reasonable price for the products is between 100 and 200.    Let X<sub>1</sub> = demand for As and X<sub>2</sub> = demand for Bs. Let P<sub>1</sub> = price for As and P<sub>2</sub> = price for Bs    -Refer to Exhibit 8.1. What formula is used in cell B9 of the spreadsheet for this problem? Let X1 = demand for As and X2 = demand for Bs. Let P1 = price for As and P2 = price for Bs  The following questions pertain to the problem and spreadsheet below. A company makes products A and B from 2 resources, labor and material. The company wants to determine the selling price which will maximize profits. A unit of A costs 25 to make and demand is estimated to be 20 - .10 * Price of A. A unit of B costs 18 to make and demand is estimated to be 30 - .07 * Price of B. The utilization of labor and materials and the available quantity of resources is shown in the table. A reasonable price for the products is between 100 and 200.    Let X<sub>1</sub> = demand for As and X<sub>2</sub> = demand for Bs. Let P<sub>1</sub> = price for As and P<sub>2</sub> = price for Bs    -Refer to Exhibit 8.1. What formula is used in cell B9 of the spreadsheet for this problem? -Refer to Exhibit 8.1. What formula is used in cell B9 of the spreadsheet for this problem?

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An investor is developing a portfolio of stocks. She has identified 3 stocks in which to invest. She wants to earn at least 11% return but with minimum risk. Let: Pi = proportion of total funds invested in i, i = A, B, C The NLP for this problem is: An investor is developing a portfolio of stocks. She has identified 3 stocks in which to invest. She wants to earn at least 11% return but with minimum risk. Let: P<sub>i </sub> = proportion of total funds invested in i, i = A, B, C The NLP for this problem is:    What formulas should go in cells G4:J14 of the spreadsheet for this problem? NOTE: Formulas are not required in all of these cells.     What formulas should go in cells G4:J14 of the spreadsheet for this problem? NOTE: Formulas are not required in all of these cells. An investor is developing a portfolio of stocks. She has identified 3 stocks in which to invest. She wants to earn at least 11% return but with minimum risk. Let: P<sub>i </sub> = proportion of total funds invested in i, i = A, B, C The NLP for this problem is:    What formulas should go in cells G4:J14 of the spreadsheet for this problem? NOTE: Formulas are not required in all of these cells.     An investor is developing a portfolio of stocks. She has identified 3 stocks in which to invest. She wants to earn at least 11% return but with minimum risk. Let: P<sub>i </sub> = proportion of total funds invested in i, i = A, B, C The NLP for this problem is:    What formulas should go in cells G4:J14 of the spreadsheet for this problem? NOTE: Formulas are not required in all of these cells.

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What is the straight line (Euclidean) distance between the points (5,7) and (1, 11)?

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The optimal solution to a NLP problem can occur at a(n) The optimal solution to a NLP problem can occur at a(n)

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A company wants to locate a new warehouse to minimize the longest distance travelled by any of its delivery trucks. It has four stores and their coordinates are listed in the below. A company wants to locate a new warehouse to minimize the longest distance travelled by any of its delivery trucks. It has four stores and their coordinates are listed in the below.    Formulate the NLP for this problem. Let X and Y represent the X, Y coordinates of the new warehouse. Formulate the NLP for this problem. Let X and Y represent the X, Y coordinates of the new warehouse.

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How much must the objective function coefficient of the variable Pumpkin change before any Pumpkins are produced based on the following sensitivity report? How much must the objective function coefficient of the variable Pumpkin change before any Pumpkins are produced based on the following sensitivity report?

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A company makes products A and B from 2 resources, labor and material. The company wants to determine the selling price which will maximize profits. A unit of product A costs 25 to make and demand is estimated to be 20 - .10 * Price of A. A unit of product B costs 18 to make and demand is estimated to be 30 - .07 * Price of B. The utilization of labor and materials and the available quantity of resources is shown in the table. A reasonable price for the products is between 100 and 200. A company makes products A and B from 2 resources, labor and material. The company wants to determine the selling price which will maximize profits. A unit of product A costs 25 to make and demand is estimated to be 20 - .10 * Price of A. A unit of product B costs 18 to make and demand is estimated to be 30 - .07 * Price of B. The utilization of labor and materials and the available quantity of resources is shown in the table. A reasonable price for the products is between 100 and 200.    Let X<sub>1</sub> = demand for As and X<sub>2</sub> = demand for Bs. Let P<sub>1</sub> = price for As and P<sub>2</sub> = price for Bs. The objective function for this problem is? Let X1 = demand for As and X2 = demand for Bs. Let P1 = price for As and P2 = price for Bs. The objective function for this problem is?

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How much are additional units of labor worth based on the following sensitivity report? How much are additional units of labor worth based on the following sensitivity report?

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The Risk Solver Platform (RSP) solution strategy for NLP problems is the GRG method. What does GRG stand for?

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