AI Fundamentals Quiz for Competitive Exams
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Questions and Answers

What is the primary goal of Artificial Intelligence?

  • To develop a system that can perform tasks that typically require human intelligence (correct)
  • To build a machine that can only process data
  • To create a computer program that can only play chess
  • To create a human-like robot

    • What is the fundamental concept of Machine Learning?

  • Teaching a machine to perform a specific task
  • Creating a program that can only process large datasets
  • Developing a system that can learn from experience without being explicitly programmed (correct)
  • Building a robot that can only move in a straight line

    • What is the term for a type of AI that is designed to perform a specific task?

  • Artificial General Intelligence
  • Super AI
  • General AI
  • Narrow AI (correct)

    • What is the name of the famous AI winter that occurred in the 1980s?

    <p>AI Lull</p> Signup and view all the answers

    Who is considered the father of Artificial Intelligence?

    <p>John McCarthy</p> Signup and view all the answers

    What is the key characteristic of a Constraint Satisfaction Problem (CSP)?

    <p>It involves multiple variables with constraints between them.</p> Signup and view all the answers

    What is the purpose of a constraint in a CSP?

    <p>To restrict the possible combinations of values for multiple variables.</p> Signup and view all the answers

    What is the term for the process of assigning values to variables in a CSP?

    <p>Variable instantiation</p> Signup and view all the answers

    What type of problem is a CSP an example of?

    <p>A combinatorial problem</p> Signup and view all the answers

    What is the goal of a CSP algorithm?

    <p>To find a solution that satisfies all constraints.</p> Signup and view all the answers

    Study Notes

    Competitive Exam Questions for 2024

    • Preparing questions from the basics of Artificial Intelligence (AI) for Book Chordi, covering chapters 2, 3, 4, and 9.

    Competitive Exam Questions for 2024: Basics of Artificial Intelligence for الشوردي (Chordi)

    Constraint Satisfaction Problems (CSP) in Artificial Intelligence

    • A fundamental concept in AI, CSP involves finding a solution that satisfies a set of constraints or rules
    • CSP is a type of problem-solving approach used in AI to identify solutions that meet specific requirements
    • Key applications of CSP include:
      • Resource allocation
      • Scheduling
      • Planning
      • Configuration
    • CSP is a vital component of many AI systems, including:
      • Expert Systems
      • Decision Support Systems
      • Natural Language Processing (NLP)
      • Robotics

    Characteristics of CSP

    • CSPs typically involve a set of variables and a set of constraints
    • Each variable has a specific domain or range of possible values
    • Constraints define the rules or restrictions that must be satisfied by the solution
    • CSPs can be classified into different types, including:
      • Binary CSPs (involving two variables)
      • N-ary CSPs (involving more than two variables)
      • Hybrid CSPs (combining different types of constraints)

    Solving CSPs

    • CSPs can be solved using various techniques, including:
      • Brute Force Search
      • Backtracking
      • Forward Checking
      • Constraint Propagation
      • Local Search
    • Each technique has its own strengths and weaknesses, and the choice of technique depends on the specific problem and its characteristics

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    Description

    Test your knowledge of artificial intelligence basics, covering chapters 2, 3, 4, and 9. Prepare for competitive exams with this comprehensive quiz.

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