What is soft computing? Explain the importance of soft computing with its historical development. Discuss advantages and disadvantages?
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Soft computing is an important branch of computational intelligence, where fuzzy logic, probability theory, neural networks, and genetic algorithms are synergistically used to mimic the reasoning and decision making of a human. ... Approaches that are useful in the development of an intelligent machine are introduced.
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The applications of soft computing approach have proved two main advantages:(1) it made solving nonlinear problems, in which mathematical models are not available, possible and (2) it introduced the human knowledge such as cognition, recognition, understanding, learning, and others into the fields of computing.
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