Lesson 19

11 Novembro 2024, 09:00 • Cristina Requejo

Decision Trees. The Expected Value of Perfect Information (EVPI). Risk analysis and sensitivity analysis. Sensitivity analysis to the probability in the decision criteria: analyzing the crossover points.

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Lesson 18

7 Novembro 2024, 09:00 • Cristina Requejo

6. Decision Analysis. Modeling: alternative actions, nature states (outcomes), evaluation (payoffs and costs), and decision criteria. The criteria Minimax/Maximin, Savage Regret, Laplace, Hurwick Index, Maximum Likelihood, Bayes criteria. Examples.

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Lesson 17

4 Novembro 2024, 09:00 • Cristina Requejo

The Genetic Algorithm. The Genetic Algorithm applied to a Job Sequencing problem. The genetic algorithm in the Excel solver.

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Lesson 16

31 Outubro 2024, 09:00 • Cristina Requejo

5. Heuristics: introduction, types of heuristics, the local search heuristic, the tabu search heuristic, examples. The Tabu Search heuristic applied to a Job Sequencing problem.

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Lesson 15

28 Outubro 2024, 09:00 • Cristina Requejo

The set covering problem: a greedy constructive heuristic.

The location problem: a greedy improvement heuristic.

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