Analytical Models and Search Strategies Quiz
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Questions and Answers

What search strategies could be used to maximize the outcome of the robbery?

  • Brute force, dynamic programming, greedy methods (correct)
  • Simulated Annealing, Genetic Algorithm, Model Thinking
  • AI and ML, Google search, engineering
  • Calculus, Analytical models, Evolutionary algorithms

What could be a consequence of not utilizing appropriate search strategies during the robbery?

  • Avoiding detection by the security system
  • Efficiently utilizing the backpack space
  • Obtaining low-value items only (correct)
  • Minimizing the risk of getting caught

What could potentially hinder the success of robbing the rich house?

  • The weight limit of the backpack (correct)
  • The absence of the family during vacation
  • The availability of cash, gold, and art in the house
  • The annual salary expectation

How could knowledge of evolutionary algorithms be beneficial during the robbery?

<p>By aiding in selecting the most valuable items within the weight limit (B)</p> Signup and view all the answers

What is the main challenge that ML engineers face in many situations?

<p>Picking the best solution that obeys all the constraints (D)</p> Signup and view all the answers

In the given scenario, what is the exit strategy?

<p>Brute force search (C)</p> Signup and view all the answers

What is the impact of adding more items on the brute force strategy?

<p>It grows exponentially (B)</p> Signup and view all the answers

What is the reason given for the unmanageable compute time in real-world scenarios?

<p>The complexity of the items being evaluated (A)</p> Signup and view all the answers

What is the total number of possible combinations for 30 items in the house?

<p>$ = 100,000 $((,((( = 100,000 ∗ 99,999 2!&amp; $((,((( ≈ 100,000&amp; (10 ) = 100,000 ∗ 99,999 ∗ 99,998 3!, $((,((( ≈ 100,000, (1000 ) (D)</p> Signup and view all the answers

What is the consequence of exceeding 30 items in the house for the compute time?

<p>It becomes unmanageable (D)</p> Signup and view all the answers

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