Wednesday, February 10, 2016

MATH 540 WEEK 11 FINAL EXAM


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MATH 540 Week 11 Final Exam
1.     A cycle is an up and down movement in demand that repeats itself in less than 1 year.
2.     Adjusted exponential smoothing is an exponential smoothing forecast adjusted for seasonality.
3.     In a total integer model, all decision variables have integer solution values. 
4.     Fractional relationships between variables are not permitted in the standard form of a linear program.
5.     Excel can be used to simulate systems that can be represented by both discrete and continuous random variables.
6.     In a 0-1 integer programming problem involving a capital budgeting application (where xj = 1, if project j is selected, xj = 0, otherwise) the constraint x1 – x2 ≤ 0 implies that if project 2 is selected, project 1 cannot be selected.

7.     Events that cannot occur at the same time in any trial of an experiment are:
8.     Using the minimax regret criterion to make a decision, you
9.     The probability of observing x
successes in a fixed number of trials is a problem related to
10.   Using the maximin criterion to make a decision, you
11.   A business owner is trying to decide whether to buy, rent, or lease office space and has constructed the following payoff table based on whether business is brisk or slow.
The conservative (maximin) strategy is:
12.   Steinmetz furniture buys 2 products for resale: big shelves (B) and medium shelves (M). Each big shelf costs $100 and requires 100 cubic feet of storage space, and each medium shelf costs $50 and requires 80 cubic feet of storage space. The company has $25000 to invest in shelves this week, and the warehouse has 18000 cubic feet available for storage. Profit for each big shelf is $85 and for each medium shelf is $75. What is the storage space constraint?
13.   Steinmetz furniture buys 2 products for resale: big shelves (B) and medium shelves (M). Each big shelf costs $100 and requires 100 cubic feet of storage space, and each medium shelf costs $50 and requires 80 cubic feet of storage space. The company has $25000 to invest in shelves this week, and the warehouse has 18000 cubic feet available for storage. Profit for each big shelf is $85 and for each medium shelf is $75. In order to maximize profit, how many big shelves (B) and how many medium shelves (M) should be purchased? 
14.   Given the following linear programming problem that minimizes cost.
Min Z = 2x + 8y
Subject to        8x + 4y ≥ 64
                        2x + 4y ≥ 32
                        y ≥ 2
 
What is the sensitivity range for the third constraint, y ≥ 2?
15.   For a maximization problem, assume that a constraint is binding. If the original amount of a resource is 4 lbs., and the range of feasibility (sensitivity range) for this constraint is from 3 lbs. to 6 lbs., increasing the amount of this resource by 1 lb. will result in the:
16.   In a portfolio problem, X1, X2, and X3 represent the number of shares purchased of stocks 1, 2, an 3 which have selling prices of $15, $47.25, and $110, respectively.  The investor has up to $50,000 to invest. The investor stipulates that stock 1 must not account for more than 35% of the number of shares purchased.  Which constraint is correct?
17.   The owner of Black Angus Ranch is trying to determine the correct mix of two types of beef feed, A and B which cost 50 cents and 75 cents per pound, respectively.  Five essential ingredients are contained in the feed, shown in the table below.  The table also shows the minimum daily requirements of each ingredient.

18.   The Kirschner Company has a contract to produce garden hoses for a customer. Kirschner has 5 different machines that can produce this kind of hose. Write the constraint that indicates they have to use at least three of the five machines in their production.
19.   If we are solving a 0-1 integer programming problem, the constraint x1 = x2 is a __________ constraint.
20.   A professor needs help from 3 student helpers to complete 4 tasks.  The first task is grading; the second is scanning; the third is copying, and the fourth is organizing student portfolios.  The estimated time for each student to do each task is given in the matrix below. Which of the following constraints represents the assignment for student A?
21.   Consider the following network representation of shipment routes between plants, a distribution center, and retail outlets.  The numbers next to the arcs represent shipping costs.  For example, the cost of shipping from plant 1 to distribution center 3 is equal to 2.
22.   Professor Dewey  would like to assign grades such that 15% of students receive As.  If the exam average is 62 with a standard deviation of 13, what grade should be the cutoff for an A? (Round your answer.)
23.   Jack is considering pursuing an MS in Information Systems degree. He has applied to two different universities. The acceptance rate for applicants with similar qualifications is 30% for University X and 60% for University Y. The decisions of each university have no effect on each other.  This means that they are:
24.   Given an actual demand of 59, a previous forecast of 64, and an alpha of .3, what would the forecast for the next period be using simple exponential smoothing?
25.   For the following frequency distribution of demand, the random number 0.8177 would be interpreted as a demand of:
26.   __________ moving averages react more slowly to recent demand changes than do __________ moving averages.
27.   Consider the following graph of sales. Which of the following characteristics is exhibited by the data?
28.   Joseph is considering pursuing an MS in Information Systems degree. He has applied to two different universities. The acceptance rate for applicants with similar qualifications is 30% for University X and 60% for University Y. What is the probability that Jim will not be accepted at either university?   (Note:  write your answer as a probability, with two decimal places.  If necessary, round to two decimal places.  For instance, a probability of 0.252 should be written as 0.25).  
29.   Nixon’s Bed and Breakfast has a fixed cost of $5000 per month and the revenue they receive from each booked room is $200.  The variable cost per room is $75.  How many rooms do they have to sell each month to break even?  (Note: The answer is a whole number.   Give the answer as a whole number, omitting the decimal point.  For instance, use 12 for twelve rooms).  
30.   Ford’s Bed & Breakfast  breaks even if they sell 50 rooms each month.  They have a fixed cost of $6500 per month.  The variable cost per room is $30.  For this model to work, what must be the revenue per room?  (Note: The answer is a whole dollar amount.   Give the answer as a whole number, omitting the decimal point.  For instance, use 105 to write $105.00).  
31.   Consider the following linear program, which maximizes profit for two products, regular (R), and super (S):

MAX
50R + 75S
s.t.
             1.2R + 1.6 S ≤ 600 assembly (hours)
             0.8R + 0.5 S ≤ 300 paint (hours)
             .16R + 0.4 S ≤ 100 inspection (hours)

Sensitivity Report:
32.   Consider the following linear program, which maximizes profit for two products, regular (R), and super (S):

MAX
50R + 75S
s.t.
             1.2R + 1.6 S ≤ 600 assembly (hours)
             0.8R + 0.5 S ≤ 300 paint (hours)
             .16R + 0.4 S ≤ 100 inspection (hours)

Sensitivity Report:
33.   Klein Kennels provides overnight lodging for a variety of pets. An attractive feature is the quality of care the pets receive, including well balanced nutrition. The kennel’s cat food is made by mixing two types of cat food to obtain the “nutritionally balanced cat diet.” The data for the two cat foods are as follows:

34.   Find the optimal Z value for the following problem. Do not include the dollar “$” sign with your answer.
 
MAX Z = 5x1 + 8x2
s.t.             x1 + x2 ≤ 6
                  5x1 + 9x2 ≤ 45
                  x1, x2 ≥ 0 and integer
35.   A life insurance company wants to update its actuarial tables. Assume that the probability distribution of the lifetimes of the participants is approximately a normal distribution with a mean of 68 years and a standard deviation of 4 years. What proportion of the plan participants are expected to survive to see their 75th birthday?   Note:  Round your answer, if necessary, to two places after the decimal.  Please express your answer with two places after the decimal.
36.   Ms. James is considering four different opportunities, A, B, C, or D.  The payoff for each opportunity will depend on the economic conditions, represented in the payoff table below.
37.   The local operations manager for the IRS must decide whether to hire 1, 2, or 3 temporary workers. He estimates that net revenues will vary with how well taxpayers comply with the new tax code. The probabilities of low, medium, and high compliance are 0.20, 0.30, and 0.50 respectively. What are the expected net revenues for the number of workers he will decide to hire? The following payoff table is given in thousands of dollars (e.g. 50 = $50,000).  Note:  Please express your answer as a whole number in thousands of dollars (e.g. 50 = $50,000).  Round to the nearest whole number, if necessary.
38.   The local operations manager for the IRS must decide whether to hire 1, 2, or 3 temporary workers. He estimates that net revenues will vary with how well taxpayers comply with the new tax code. The probabilities of low, medium, and high compliance are 0.20, 0.30, and 0.50 respectively. What is the expected value of perfect information? Do not include the dollar “$” sign with your answer. The following payoff table is given in thousands of dollars (e.g. 50 = $50,000).  Note:  Please express your answer as a whole number in thousands of dollars (e.g. 50 = $50,000).  Round to the nearest whole number, if necessary.
39.   The following sales data are available for 2003-2008 :
 
·         Year
·         Sales
·         Forecast
·         2003
·         7
·         7
·         2004
·         8
·         8.5
·         2005
·         12
·         10.5
·         2006
·         14
·         13
·         2007
·         16
·         15
·         2008
·         18
·         16
1.    

Calculate the MAPD and express it in decimal notation. Please express the result as a number with 4 decimal places.  If necessary, round your result accordingly.  For instance, 9.14677, should be expressed as 9.1468
2.     Consider the following decision tree. The objective is to choose the best decision among the two available decisions A and B. Find the expected value of the best decision. Do not include the dollar “$” sign with your answer.


MAT 540 WEEK 10 HOMEWORK


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MAT 540 WEEK 8 HOMEWORK P1-6


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MAT 540 WEEK 8 ASSIGNMENT 8-1


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MAT 540 WEEK 7 HOMEWORK


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MAT 540 WEEK 6 HOMEWORK


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MAT 540 WEEK 5 MIDTERM 2


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MAT 540 Week 5 Midterm 2
1.     Deterministic techniques assume that no uncertainty exists in model parameters. 
2.     An inspector correctly identifies defective products 90% of the time. For the next 10 products, the probability that he makes fewer than 2 incorrect inspections is 0.736.
3.     A continuous random variable may assume only integer values within a given interval. 
4.     A decision tree is a diagram consisting of circles decision nodes, square probability nodes, and branches
5.     Excel can only be used to simulate systems that can be represented by continuous random variables.
6.     A table of random numbers must be normally distributed and efficiently generated.
7.     The Delphi develops a consensus forecast about what will occur in the future.
8.     Data cannot exhibit both trend and cyclical patterns. 
9.     In Bayesian analysis, additional information is used to alter the __________ probability of the occurrence of an event.
10.   __________ is a measure of dispersion of random variable values about the expected value.
11.   The __________ is the maximum amount a decision maker would pay for additional information.
12.   Pseudorandom numbers exhibit __________ in order to be considered truly random.
13.   Developing the cumulative probability distribution helps to determine
14.   Consider the following frequency of demand:

           

If the simulation begins with 0.8102, the simulated value for demand would be
15.   Random numbers generated by a __________ process instead of a __________ process are pseudorandom numbers.
16.   __________ is a category of statistical techniques that uses historical data to predict future behavior.
17.   Given the following data on the number of pints of ice cream sold at a local ice cream store for a 6-period time frame:
           

 If the forecast for period 5 is equal to 275, use exponential smoothing with
α = .40 to compute a forecast for period 7.
18.   Consider the following graph of sales.



Which of the following characteristics is exhibited by the data?
19.   Consider the following demand and forecast.
   
20.   Consider the following graph of sales.




Which of the following characteristics is exhibited by the data?
21.   __________ methods are the most common type of forecasting method for the long-term strategic planning process.
22.    rob
 14, and 15)estion worth 2 points, 1 hour time limit (chapters 1,ue units EXCEPT:The U.S. Department of Agriculture estimates that the yearly yield of limes per acre is distributed as follows: 
   
23.   Coefficient of determination is the percentage of the variation in the __________ variable that results from the __________ variable.
24.   __________ is a measure of the strength of the relationship between independent and dependent variables.
25.   The drying rate in an industrial process is dependent on many factors and varies according to the following distribution.
           
Compute the mean drying time.  Use two places after the decimal.
26.   An online sweepstakes has the following payoffs and probabilities.  Each person is limited to one entry.

           

The probability of winning at least $1,000.00 is ________.
27.   A life insurance company wants to estimate their annual payouts. Assume that the probability distribution of the lifetimes of the participants is approximately a normal distribution with a mean of 68 years and a standard deviation of 4 years. What proportion of the plan recipients would receive payments beyond age 75?  Round your answer to four places after the decimal.
28.   A fair die is rolled 8 times. What is the probability that an even number (2,4, 6) will occur between 2 and 4 times?  Round your answer to four places after the decimal.
29.   The local operations manager for the IRS must decide whether to hire 1, 2, or 3 temporary workers. He estimates that net revenues will vary with how well taxpayers comply with the new tax code.  The following payoff table is given in thousands of dollars (e.g. 50 = $50,000). 

                       

If he thinks the chances of low, medium, and high compliance are 20%, 30%, and 50% respectively, what is the expected value of perfect information?  Note:  Please express your answer as a whole number in thousands of dollars (e.g. 50 = $50,000). 
Round to the nearest whole number, if necessary.  
30.   Consider the following decision tree.



What is the expected value at node 4? Round your answer to the nearest whole number. Do not include the dollar sign “$” in your answer.
31.   A normal distribution has a mean of 500 and a standard deviation of 50. A manager wants to simulate one value from this distribution, and has drawn the number 1.4 randomly.  What is the simulated value?
32.   Given the following data on the number of pints of ice cream sold at a local ice cream store for a 6-period time frame:
           

Compute a 3-period moving average for period 6.
Use two places after the decimal.
33.   The following sales data are available for 2003-2008.

           

Determine a 4-year weighted moving average forecast for 2009, where weights are W1 = 0.1, W2 = 0.2, W3 = 0.2 and W4 = 0.5.
34.   The following data summarizes the historical demand for a product
   
35.   Robert wants to know if there is a relation between money spent on gambling and winnings.

           

What is the coefficient of determination? Note:  please report your answer with 2 places after the decimal point. 
36.   Daily highs in Sacramento for the past week (from least to most recent) were:  95, 102, 101, 96, 95, 90 and 92.  Develop a forecast for today using a 2 day moving average.
37.   Consider the following annual sales data for 2001-2008.
   
38.   Daily highs in Sacramento for the past week (from least to most recent) were:  95, 102, 101, 96, 95, 90 and 92.  Develop a forecast for today using a weighted moving average, with weights of .6, .3 and .1, where the highest weights are applied to the most recent data.
39.   Given the following data on the number of pints of ice cream sold at a local ice cream store for a 6-period time frame:
           

Compute a 3-period moving average for period 4.
Use two places after the decimal.
40.   Given the following data, compute the MAD for the forecast.

                       
Year    Demand           Forecast