11. Which of the following is a disadvantage of informed search strategies in AI? a) They are often more computationally efficient than uninformed search strategies b) They can be more complex to implement than uninformed search strategies c) They are always guaranteed to find the optimal solution d) They do not use any domain-specific knowledge to guide the search
Question
- Which of the following is a disadvantage of informed search strategies in AI?
a) They are often more computationally efficient than uninformed search strategies
b) They can be more complex to implement than uninformed search strategies
c) They are always guaranteed to find the optimal solution
d) They do not use any domain-specific knowledge to guide the search
Solution
Step 1: Read the question carefully and understand what is being asked.
The question is asking about a disadvantage of informed search strategies in AI.
Step 2: Analyze the options provided.
a) They are often more computationally efficient than uninformed search strategies. b) They can be more complex to implement than uninformed search strategies. c) They are always guaranteed to find the optimal solution. d) They do not use any domain-specific knowledge to guide the search.
Step 3: Evaluate each option.
a) This option states that informed search strategies are often more computationally efficient than uninformed search strategies. This is actually an advantage, not a disadvantage. Therefore, we can eliminate this option.
b) This option suggests that informed search strategies can be more complex to implement than uninformed search strategies. This could be a disadvantage as it may require more time and effort to develop and implement these strategies.
c) This option claims that informed search strategies are always guaranteed to find the optimal solution. However, this is not true as informed search strategies may still get stuck in local optima and not reach the global optimal solution. Therefore, we can eliminate this option.
d) This option states that informed search strategies do not use any domain-specific knowledge to guide the search. This could be a disadvantage as domain-specific knowledge can often provide valuable insights and guidance in the search process.
Step 4: Determine the correct answer.
Based on the analysis of the options, the correct answer is b) They can be more complex to implement than uninformed search strategies.
Step 5: Provide the final answer.
The disadvantage of informed search strategies in AI is that they can be more complex to implement than uninformed search strategies.
Similar Questions
Select the correct answerWhat is the primary goal of informed (heuristic) search strategies in AI?Options To find the optimal solution as quickly as possibleTo explore all possible states exhaustivelyTo use domain-specific knowledge to guide the searchTo avoid using heuristics altogether
Informed search strategies are also known as:Options Random SearchBlind searchUninformed searchHeuristic search
Consider the following statements about Informed search i. It finds solution more quickly ii. Cost is high iii. It consumes moderate time. Which of the following are true.i onlyi & ii onlyi & iii onlyii & iii only
12. Adversarial search is a type of search used in AI for which of the following tasks? a) Pattern recognition b) Speech recognition c) Decision making in competitive environments d) Natural language processing
Which search uses problem-specific knowledge beyond the definition of the problem?a. Informed searchb. Depth-first searchc. Best-first searchd. Uninformed
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