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WorksheetsCCE-III_Artificial Intelligence
Total questions: 20
Worksheet time: 10mins
Which of the following best defines Artificial Intelligence (AI)?
The ability of machines to perform tasks without human input
The ability of machines to mimic human thought and behavior
The process of designing simple automation systems
The study of computer hardware components
What distinguishes Strong AI from Weak AI?
Strong AI is based on machine learning, while Weak AI is based on automation
Strong AI can perform specific tasks, while Weak AI possesses general intelligence
Strong AI mimics human cognition, while Weak AI is task-specific
Weak AI can reason independently, while Strong AI relies on human input
Which of the following is NOT a foundation of AI?
Mathematics
Psychology
Physics
Linguistics
What is the key characteristic of an intelligent agent?
Ability to operate only in a structured environment
Ability to perceive the environment and take action to maximize success
Ability to solve simple mathematical problems
Ability to perform only predefined tasks
Which type of AI environment includes unknown elements that the agent cannot predict?
Deterministic environment
Stochastic environment
Static environment
Simple environment
In problem-solving, what does a "state space representation" refer to?
A set of all possible actions
A set of all possible paths to the goal state
A set of all possible states and transitions
A set of problem-solving algorithms
What is the primary goal of a constraint satisfaction problem?
To minimize computation time
To satisfy a set of constraints among variables
To maximize search depth
To reduce the number of agents in the environment
In the Water Jug Problem, what represents the state space?
The set of all possible water quantities in the jugs
The number of jugs involved in the problem
The type of jug used in the problem
The steps needed to solve the problem
Which search technique uses a heuristic function to estimate the cost to reach the goal?
Depth-First Search
Breadth-First Search
A* Search
Uniform-Cost Search
Which of the following is an uninformed search technique?
A* Search
Hill-Climbing Search
Best-First Search
Depth-First Search
In knowledge representation, which technique uses "nodes" and "edges" to represent relationships?
Rule-based system
Semantic Nets
Frames
Propositional Logic
What is the purpose of the Resolution Algorithm in propositional logic?
To convert logical statements into a standard form
To compute the shortest path in a graph
To derive a contradiction and prove the statement
To identify logical inconsistencies
What is a limitation of propositional logic in AI?
It cannot handle knowledge representation
It cannot handle complex reasoning involving objects and relationships
It cannot handle conditional statements
It cannot handle simple logical deductions
Which type of neural network allows information to travel in both directions and is useful for pattern recognition?
Feedforward neural network
Hopfield network
Convolutional neural network
Radial basis function network
What is the primary goal of the backpropagation algorithm in neural networks?
To initialize weights randomly
To adjust weights based on error minimization
To generate new neural structures
To increase the complexity of the network
In Natural Language Processing (NLP), what is the focus of syntactic analysis?
Determining the meaning of words
Understanding context and tone
Analyzing the grammatical structure of sentences
Generating human-like responses
Which of the following is NOT a step in natural language processing (NLP)?
Syntax analysis
Pragmatic analysis
Semantic analysis
Logical analysis
In machine learning, which technique involves training a model on labeled data?
Unsupervised learning
Reinforcement learning
Supervised learning
Evolutionary learning
What is the main function of an expert system in AI?
To replace human thinking entirely
To solve problems using predefined rules and knowledge
To search for optimal solutions using machine learning
To process complex visual data
Which component of an expert system contains the problem-solving knowledge?
Inference engine
Knowledge base
User interface
Learning module
