Fundamentals of the new artificial intelligence : beyond traditional paradigms

書誌事項

Fundamentals of the new artificial intelligence : beyond traditional paradigms

Toshinori Munakata

(Graduate texts in computer science)

Springer, c1998

大学図書館所蔵 件 / 35

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

Artifical intelligence has grown rapidly as a field of research and industrial application in recent years. Whereas traditionally, AI used techniques drawn from rule-based and logic programming systems, interest is now growing in less precise heuristic methods, notably genetic algorithms, fuzzy logic, and neural networks. This textbook provides a first course in AI which covers these new technologies and how they may be applied. Prerequisites are minimal: a basic understanding of computer science and mathematics are sufficient and so this will be suitable for undergraduates coming to this subject for the first time. Professor Munakata is a leading figure in this field and has given courses on this topic extensively. As a result, students and researchers will enjoy this authoritative introduction to the subject. In each topic the book covers the most essential and widely employed material, particularly as it is used in real-world applications. Its emphasis is on concise yet clear descriptions of the technical substance.

目次

Introduction. Neural Networks. Neural Networks: Other Models. Genetic Algorithms. Fuzzy Systems. Rough Sets. Chaos.

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詳細情報

  • NII書誌ID(NCID)
    BA35684245
  • ISBN
    • 0387983023
  • LCCN
    97024056
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    New York
  • ページ数/冊数
    xi, 231 p.
  • 大きさ
    25 cm
  • 分類
  • 件名
  • 親書誌ID
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