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Solving a constraint satisfaction problem on a finite domain is an/a ___________ problem with respect to the domain size. a) P complete b) NP complete c) NP hard d) Domain dependent
2379____________ is/are useful when the original formulation of a problem is altered in some way, typically because the set of constraints to consider evolves because of the environment. a) Static CSPs b) Dynamic CSPs c) Flexible CSPs d) None of the above
1 3916Fuzzy logic is a form of a) Two-valued logic b) Crisp set logic c) Many-valued logic d) Binary set logic
2366The truth values of traditional set theory is ____________ and that of fuzzy set is __________ a) Either 0 or 1, between 0 & 1 b) Between 0 & 1, either 0 or 1 c) Between 0 & 1, between 0 & 1 d) Either 0 or 1, either 0 or 1
1 8247Fuzzy logic is extension of Crisp set with an extension of handling the concept of Partial Truth. a) True b) False
1 4094The room temperature is hot. Here the hot (use of linguistic variable is used) can be represented by _______ . a) Fuzzy Set b) Crisp Set
1 4984The values of the set membership is represented by a) Discrete Set b) Degree of truth c) Probabilities d) Both b & c
1 10232What is meant by probability density function? a) Probability distributions b) Continuous variable c) Discrete variable d) Probability distributions for Continuous variables
1968Japanese were the first to utilize fuzzy logic practically on high-speed trains in Sendai. a) True b) False
3068Which of the following is used for probability theory sentences? a) Conditional logic b) Logic c) Extension of propositional logic d) None of the mentioned
3259Fuzzy Set theory defines fuzzy operators. Choose the fuzzy operators from the following. a) AND b) OR c) NOT d) EX-OR
1 5521There are also other operators, more linguistic in nature, called __________ that can be applied to fuzzy set theory. a) Hedges b) Lingual Variable c) Fuzz Variable d) None of the mentioned
3059Where does the Bayes rule can be used? a) Solving queries b) Increasing complexity c) Decreasing complexity d) Answering probabilistic query
1 3246
What are interval scaled variables?
Differentiate between a parameter and a hyperparameter?
What are some limitations of AI-powered diagnosis tools?
What is a neural network and what are some advantages and disadvantages of such a network?
How many kinds of nns exist?
why do we need data normalization?
What factors should be considered when comparing small and large language models?
Explain the difference between type ii with examples.
Explain how transformers work.
Like relational databases there does exists fuzzy relational databases. a) True b) False
Is 8gb ram enough for data analysis?
How can LLM hallucinations be identified and managed effectively?
Comparision between Machine Learning and Big Data?
An omniscient agent knows the actual outcome of its actions and can act accordingly; but omniscience is impossible in reality. Rational Agent always does the right thing; but Rationality is possible in reality. State true or false a) True b) False
List the components of nlp?
