Exam 9: Machines That Can Learn

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Under highly complex situations, fuzzy logic rules are highly verifiable.

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Which of the following is not a benefit derived from neural computing?

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Define neural computing.

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Which of the following is a disadvantage of fuzzy systems?

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The human language has evolved to allow for the conveyance of meaning through semantic approximation rather than precise content

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Which of the following is not a genetic algorithm operational process?

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The ANN involves an interconnected system of nodes called _________that are associated with one or more weighted connections that are equivalent to human neural synapses, inside the memory of a digital computer.

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The function in an ANN which serves as the vehicle by which the summed information is passed on as output is called the:

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Fuzzy logic is a new development in the computing industry that emerged as a result of the development of Internet search engines.

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A computer program that employs a set of adaptive processes that mimic the concept of "survival of the fittest" by regenerating recombinants of itself in response to a calculated difference between the network's guess and the desired solution state is known as a:

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The GA's smallest unit is called a chromosome. The chromosome represents the smallest unit of information in the problem domain and can be thought of as the basic building block for a possible solution.

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List the limitations of neural computing.

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The __________ in an ANN is where the processing and transformation of the input signal takes place and where the type of output signal is determined.

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______________ is a method of reasoning that allows for the partial description of a rule. Combining this approach to reasoning with the realm of digital processors has results in a class of computer applications that can "learn" from their mistakes and can "understand" the vagaries commonly found in human thought.

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One of the limitations of a fuzzy logic system is that each rule is dependant upon all of the other rules in the knowledge base.

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The ANN layer that receives the data is referred to as the?

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The ANN layer that relays the final results of the net is referred to as the:

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Which of the following is an advantage of fuzzy systems?

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An advantage of automated neural nets is the elimination of the need for direct input from experts.

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List the benefits of neural computing.

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