Difference Between Hard and Soft Computing
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Questions and Answers

What is a characteristic feature of hard computing?

  • Requires exact solutions (correct)
  • Follows a flexible model
  • Accepts approximate solutions
  • Allows for errors in computation
  • Which of the following is an example of soft computing?

  • Traditional computing
  • Fuzzy logics (correct)
  • Rigid binary models
  • Deterministic algorithms
  • How does error handling differ between hard and soft computing?

  • Errors are not accepted in both computing types
  • Soft computing strictly rejects errors, hard computing accepts them
  • Hard computing accepts errors, soft computing does not
  • Soft computing accepts errors, hard computing does not (correct)
  • What type of learning does hard computing involve?

    <p>No learning</p> Signup and view all the answers

    What is a notable difference in computation type between soft and hard computing?

    <p>Hard computing is sequential, soft computing is parallel</p> Signup and view all the answers

    Study Notes

    Difference Between Hard and Soft Computing

    • Hard Computing:
      • Based on mathematical models
      • Approximations are not accepted
      • Exact solutions are preferred
      • Computation is rigid
      • Learning is not present
      • Examples: Traditional Computing
    • Soft Computing:
      • Based on probabilistic models
      • Approximations are acceptable
      • Errors may be allowed
      • Computation is flexible
      • Learning is present
      • Examples: Neural Networks, fuzzy logic, genetic algorithms.
      • Includes Parallel and Sequential computations

    Approaches

    • Hard Computing:
      • Exact solutions (Approximations are not acceptable)
      • Uses mathematical models for solutions
      • Computation is rigid, requiring precise inputs/outputs
    • Soft Computing:
      • More flexible, accepts approximations
      • Allows for errors in computation
      • Computation is probabilistic/ approximate

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    Description

    Explore the fundamental differences between hard and soft computing in this quiz. Learn about their approaches, characteristics, and examples in various computational contexts. Perfect for students interested in computer science and artificial intelligence.

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