The following payoff table shows the profit for a decision problem with two states of nature and three decision alternatives, Decision State of Nature Lternative s1 S2 D1 10 30 D2 -5 20 D3 60 -10 Identify the decision taken under the following approaches: (1) Pessimistic (2) Optimistic (3) Equal probability (4) Regret (5) Hurwicz criterion. Note : The decision maker's degree of optimism (a) being 0.6.
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- Solve the following problems using the Decision Analysis. Construct first the decision tree, and then use Bayes' Formula to determine the optimal decision. Decision Problems 1. The Quano Company is considering the purchase of mineral rights on a piece of property for P1 million. The price includes a seismic test whether the land is of type X or Y geological formation. The test cannot be done until after the purchase is made. According to reliable information 60% of the land is of type X formation and 40% of the area is of type Y. If the company decides to drill on the land, it will cost P2.5 million. It may hit oil, gas, or a dry well. Drilling experience indicates that the probability of hitting oil is 25% on X formation and 10% on Y formation. The probability of hitting gas is 30% on X formation and 45% on Y formation. The estimated return for an oil well is P5 million and from a gas well, P3 million. Should the company purchase mineral rights?Come up with a decision using MINIMAX REGRET CRITERION under conditions of uncertainty using the table below. The payoff values are expressed as LOSSES.Which decision alternative has the minimum payoff value of the maximum regret? Choices: -> A,B,C-> C,D,E-> E,F,G-> B,F,G-> C,G,FThe following payoff table shows a profit for a decision analysis problem with two decision alternatives and three states of nature. In order to get full credit, show your all work done step by step including cell calculations using excel functions. State of Nature Decion Alternatives s1 s2 s3 d1 250 100 50 d2 100 75 100 a) Construct a decision tree for this problem. b) Suppose that the decision-maker obtains the probabilities P(s1)=0.65, P(s2)=0.15, and P(s3)=0.20. Use the expected value approach to determine the optimal decision.
- A)decision table with probability for decision under risk B)Best decision under emv methodEnginering managementYour company must decide whether to introduce a new product. The sales of the product will be either at a high (success) or low (failure) level. The conditional value for this decision is as follows Decision High Low Introduce $4,000,000 -$2,000,000 Do Not Introduce 0 0 Probability 0.3 0.7 You have the option to conduct a market survey to sharpen you market demand estimate. The survey costs $200,000. The survey provides incomplete information about the sales, with three possible outcomes: (1) predicts high sales, (2) predicts low sales, or (3) inconclusive. Such surveys have in the past provided these results Result High Low Predicts High 0.4 0.1 Inconclusive 0.4 0.5 Predicts Low 0.2 0.4 c) Draw the complete decision tree, including the survey option. Explain where the values on the decision tree come from
- Supposed that a decision-maker faced with four decision alternatives and four states of nature develops the following profit payoff table.1. If the decision-maker knows nothing about the probabilities of the four states of nature, what is the recommended decision using the MAXIMAX criterion?2. What decision alternative will he choose if using the MAXIMIN criterion?3. What about MINIMAX REGRET CRITERION?4. What decision would he make if using the criterion of realism at alpha 0.6 is used?Supposed that a decision-maker faced with four decision alternatives and four states of nature develops the following profit payoff table.1. If the decision-maker knows nothing about the probabilities of the four states of nature, what is the recommended decision using the MAXIMAX criterion?2. What decision alternative will he choose if using the MAXIMIN criterion?3. What about MINIMAX REGRET CRITERION?4. What decision would he make if using the criterion of realism at alpha 0.6 is used?Choose the letter of the correct answer on each questions being asked for each case 1. If the decision maker knows nothing about the probabilities of the four states of nature, what is the recommended decision using MAXIMAX CRITERION? D1 D2 D3 D4 2. What decision alternative will he choose if using MAXIMIN CRITERION? D1 D2 D3 D4 3. What about MINIMAX REGRET CRITERION? D1 D2 D3 D4 4. What decision would he make if using criterion of realism at alpha 0.6 is used? D1 D2 D3 D4
- The following payoff table shows profit for a decision analysis problem with two decision alternatives and three states of nature. States of Nature Decision Alternative $1 52 53 d1 d2 240 90 15 90 90 65 Suppose that the decision maker obtained the probabilities P(s₁) = 0.65, P(s2) = 0.15, and P(S3) = 0.20. Use the expected value approach to determine the optimal decision. EV(d₁) EV(d2) = = The optimal decision is --?--✓Question 2 An oil company must decide whether or not to drill an oil well in a particular area that they already own. The decision maker (DM) believes that the area could be dry, reasonably good or a bonanza. See data in the table which shows the gross revenues for the oil well that is found. Decision Drill $0 Abandon $0 Probability 0.3 Dry (D) Seismic Results No structure(N) Open(0) Closed (C) Reasonably good(G) $85 $0 0.3 Drilling costs 40M. The company can take a series of seismic soundings at a cost of 12M) to determine the underlying geological structure. The results will be either "no structure", "open structure or "closed structure". The reliability of the testing company is as follows that is, this reflects their historical performance. Bonanza(B) Note that if the test result is "no structure" the company can sell the land to a developer for 50 m. otherwise (for the other results) it can abandon the drilling idea at no benefit to itself. $200 m $0 0.4 Dry(d) 0.7 0.2 0.1…The following payoff table shows the profit for a decision problem with two states of nature and two decision alternatives. Decision Alternative State of Nature $1 d₁ d₂ (a) Suppose P(s₁) = 0.2 and P(5₂) = 0.8. What is the best decision using the expected value approach? The best decision is --?-- with an expected value of 12 $₂ 6 3 5 (b) Perform sensitivity analysis on the payoffs for decision alternative d₂. Assume the probabilities are as given in part (a), and find the range of payoffs under states of natures, and so that will keep the solution found in part (a) optimal. As long as the payoff for s₁ under d₁ is --?-- , then the solution found in part (a) will be optimal. then the solution found in part (a) will be optimal. As long as the payoff for s₂ under d₁ is --?-- Is the solution more sensitive to the payoff under state of nature s₁ or 5₂? O $₁ 0 5₂