Algorithms and Architectures of Artificial Intelligence

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Author
Tyugu, E.
Pub. date
August 2007
Pages
184
Binding
hardcover (second printing 2008)
Volume
159 of Frontiers in Artificial Intelligence and Applications
ISBN print
978-1-58603-770-3
ISBN online
978-1-60750-262-3
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science
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This book gives an overview of methods developed in artificial intelligence for search, learning, problem solving and decision-making. It gives an overview of algorithms and architectures of artificial intelligence that have reached the degree of maturity when a method can be presented as an algorithm, or when a well-defined architecture is known, e.g. in neural nets and intelligent agents. It can be used as a handbook for a wide audience of application developers who are interested in using artificial intelligence methods in their software products. Parts of the text are rather independent, so that one can look into the index and go directly to a description of a method presented in the form of an abstract algorithm or an architectural solution. The book can be used also as a textbook for a course in applied artificial intelligence. Exercises on the subject are added at the end of each chapter. Neither programming skills nor specific knowledge in computer science are expected from the reader. However, some parts of the text will be fully understood by those who know the terminology of computing well.