In which of the following situations is it most appropriate to use a heuristic solution? A. The only algorithms that provide exact solutions run in linear time B. The problem has been identified as undecidable C. The only algorithms that provide exact solutions run in unreasonable time but exact solutions are not necessary D. Two different algorithms have been identified that solve the problem in reasonable timeSubmit
Question
In which of the following situations is it most appropriate to use a heuristic solution? A. The only algorithms that provide exact solutions run in linear time B. The problem has been identified as undecidable C. The only algorithms that provide exact solutions run in unreasonable time but exact solutions are not necessary D. Two different algorithms have been identified that solve the problem in reasonable timeSubmit
Solution
The most appropriate situation to use a heuristic solution is C. The only algorithms that provide exact solutions run in unreasonable time but exact solutions are not necessary.
Heuristics are often used when the time to find an exact solution is too high. They provide a good enough solution in a reasonable time, which is particularly useful when exact solutions are not necessary.
Similar Questions
Unlike algorithms, heuristics Multiple choice question.do not guarantee a solution.take a great deal of time to implement.guarantee a solution.are effective only at dealing with numerical problems.
Which of these statements about algorithms is not true?Choose 1 answer:Choose 1 answer:(Choice A) For many problems, there are algorithms that solve that problem more quickly than another algorithm.AFor many problems, there are algorithms that solve that problem more quickly than another algorithm.(Choice B) There are some problems that no algorithm can solve in all cases.BThere are some problems that no algorithm can solve in all cases.(Choice C) An algorithm that uses a heuristic will come up with the optimal solution more quickly than an algorithm that does not.CAn algorithm that uses a heuristic will come up with the optimal solution more quickly than an algorithm that does not.(Choice D) Some algorithms take so long to solve a problem that there is not enough time left in the universe for them to complete.DSome algorithms take so long to solve a problem that there is not enough time left in the universe for them to complete.
What is the difference between algorithms and heuristics?Group of answer choicesAlgorithms may require too much time or storage to be practical; heuristics often get a 'good enough' answer, and do it quicklyHeuristics can't be coded onto a computer, algorithms can.None; they're different terms for the same thingAlgorithms are always inefficient, heuristics are always effiicient
Select the correct answerWhat is the primary drawback of using a purely heuristic search strategy?OptionsIt always finds the optimal solution It is computationally expensiveIt may overlook promising paths It cannot be used in AI applications
Which of the following is an example of an informed (heuristic) search algorithm?
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.