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Artificial Intelligence Illuminated by Ben Coppin PDF

By Ben Coppin

ISBN-10: 0763732303

ISBN-13: 9780763732301

Meant for laptop technology scholars, this textbook explains present efforts to take advantage of algorithms, heuristics, and methodologies in line with the ways that the human mind solves difficulties within the fields of computing device studying, multi-agent platforms, machine imaginative and prescient, making plans, and enjoying video games. It covers neighborhood seek equipment, propositional and predicate common sense, principles and professional structures, neural networks, Bayesian trust networks, genetic algorithms, fuzzy common sense, and clever brokers.

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This feat has not been repeated, and it does not yet represent the end of human supremacy at this game. ■ Artificial Intelligence is all around us and is widely used in industry, computer games, cars, and other devices, as well as being a valuable tool used in many computer software programs. 1 Explain the difference between strong AI and weak AI. Which of the two do you think this book will be about? Why? 2 Are there any tasks that a human can do that you think a computer could never be programmed to do?

1 Why Are Frames Useful? Frames can be used as a data structure by Expert Systems, which are discussed in more detail in Chapter 9. The main advantage of using frame-based systems for expert systems over the rule-based approach is that all the information about a particular object is stored in one place. In a rule-based system, information about Fido might be stored in a number of otherwise unrelated rules, and so if Fido changes, or a deduction needs to be made about Fido, time may be wasted examining irrelevant rules and facts in the system, whereas with the frame system, the Fido frame could be quickly examined.

Do you think languages such as C++ and Java could also be used for such research? 7 What do you think led mankind to embark upon the study of Artificial Intelligence? Which fields of study particularly fed into it? Further Reading What human desires did the study of Artificial Intelligence seek to satisfy? 8 When did Artificial Intelligence first begin to be studied? Your answer should be more detailed than a simple date. 13 Further Reading Crevier (1999) gives a fascinating history of the subject of Artificial Intelligence.

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Artificial Intelligence Illuminated by Ben Coppin

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