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By J.C. Catford

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We seem to know less about this subject than some experts would like to believe. The study of consciousness belongs to philosophy, psychology, and cognitive science. If this line of study appeals to you, you may find the books by Churchland [8], Dennett [12], and Moody [31] of interest. The range of beliefs (or hopes) regarding intelligence and consciousness is quite broad. 1) is adequate to determine if the machine is intelligent and conscious. One expression of this is the physical symbol hypothesis of Newell and Simon [33].

Whenever the algorithm is interrupted, it returns the estimate c for 1:. NP-Hard Problems Theoretical computer scientists consider an algorithm to be fast if its running time can be bounded by a polynomial in the number of bits needed to express the input and the output. This means that, even in the worst case, the algorithm is reasonably fast on very large problems. It says nothing about average running time. Indeed, it may be very difficult to define an average running time since it may be unclear what to average over.

Consequently, they expect some such method to play an important role in the design of intelligent systems. Decision trees are discussed in Chapter 13. Case-based reasoning is mentioned very briefly in Chapter 14. A. What is an expert system? B. What are the steps in building an expert system? Notes Crevier [10] has written an informative, lively, nontechnical book on the history of AI based on his own background and on extensive interviews with major researchers. He brings the participants to life and accurately explains important concepts and achievements in layman’s terms.

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A Linguistic Theory of Translation (Language and Language Learning) by J.C. Catford


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