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Rational decisions.

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Presentation on theme: "Rational decisions."— Presentation transcript:

1 Rational decisions

2 Decision theory Normative: how to deliberate rationally?
Descriptive: the psychology of decisions. Why are we rational or irrational in certain cases?

3 Rational decision in general

4 Exercise How do you choose a mobile phone or a car?

5 Példa: autóvásárlás

6

7 Rational decision method
Model of rational decision Define the problem Evaluate the stakes: what are the risks? What are the possible losses? Understand the problem: gather information, reframe the situation. Fix your approach for the solution.

8 Rational decision 2 Explore as many possible solutions as you can.
Attribute weights to different criteria according to their importance to you. Si – The weight of a solution according to criteria i. Estimate the probability of different solutions. Pmi: m solution will pay out with P probability according to criteria i. Calculate: Subjective expected utility of every possible solution and choose the best. Hm :Expected subjective utility of a certain solution Hm= ∑ si * pmi

9 Decision table The problem: A. B. C. D. E. F. G. Criteria Weights
1. Solution according to criteria Expected utility of solution 1. BxC 2. Solution according to criteria Expected utility of solution 1. BxE Solution 3. 1. krit. s1 p11 s1p11 p21 s1p21 2. krit. s2 p12 s2p12 p22 s2p22 3. krit. s3 p13 s3p13 p23 s3p23 …. ∑si =100 * or [-100, +100] 0≤p1i≤100 H1 H2

10 Exercise Make a rational decision: should you play lottery this week?
The jackpot is 900 million Ft and no one else will get jackpot.

11 Utility of different outcomes
Using a decision tree Problem Lehetőségek Utility of different outcomes Expected utility of different outcomes My numbers win 900 mFt + big happyness ≈ 1000mFt 1000mFt*pr=22,7 Ft pr Yes 1-pr -225Ft + small happyness ≈ -300 Ft 300*(1-pr)≈-300Ft My numbers don’t win Play lottery? My numbers win pr 0Ft+ big happyness ≈ -100 mFt ≈-2,3Ft No 1-pr My numbers don’t win 0Ft+small happyness≈ 225 Ft ≈225Ft pr≈ 1/

12 Decide with the help of decision tree
I play lottery: H1= 22,7+(-300)=-277,3 Ft I don’s play lottery: H2= -2,3+225=222,7 Ft H1 H2 The rational choice is not to play lottery.

13 Comparing decision table with decision tree
Property based Best if after the action there are no uncertainties. Event-based Can handle uncertainty

14 Comparing decision table with decision tree 2.
Helps to clarify the criteria Focuses your attention to framing the problem and reflecting on the different evaluative criteria. Helps to take into account the possible events relevant to your decision. Helps to take into account external factors that might affect your decision. Helps to understand multiple step decisions.

15 Limits of rational decision
Defining the problem Assigning your preferences (weights) Limits of information (options, probabilities) Most of our decisions are boundedly rational.

16 Bounded rationality Bounded rationality in decisions
Does not maximize utility Does not optimalize the decision Only seeks a satisfycing solution. Choose the most important criteria Choose the first solution that appers to be good enough.s

17 Homework Describe a decision problem of your own.
Analyze the problem with decision tables and trees. Create a decision table for the problem Assign weights to the different criteria Try to reframe the problem at least once Draw a decision tree of the problem Compare your results achieved by both of these methods.


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