| 书目名称 | Fundamentals of the New Artificial Intelligence | | 副标题 | Neural, Evolutionary | | 编辑 | Toshinori Munakata | | 视频video | | | 概述 | No other books emphasize technical fundamentals of newer AI areas.New sections, such as that on Boltzmann Machines, contain easy-to-understand descriptions and algorithms, following the features on th | | 丛书名称 | Texts in Computer Science | | 图书封面 |  | | 描述 | The book covers the most essential and widely employed material in each area, particularly the material important for real-world applications. Our goal is not to cover every latest progress in the fields, nor to discuss every detail of various techniques that have been developed. .New sections/subsections added in this edition are: Simulated Annealing (Section 3.7), Boltzmann Machines (Section 3.8) and Extended Fuzzy if-then Rules Tables (Sub-section 5.5.3). Also, numerous changes and typographical corrections have been made throughout the manuscript. The Preface to the first edition follows. General scope of the book Artificial intelligence (AI) as a field has undergone rapid growth in diversification and practicality. For the past few decades, the repertoire of AI techniques has evolved and expanded. Scores of newer fields have been added to the traditional symbolic AI. Symbolic AI covers areas such as knowledge-based systems, logical reasoning, symbolic machine learning, search techniques, and natural language processing. The newer fields include neural networks, genetic algorithms or evolutionary computing, fuzzy systems, rough set theory, and chaotic systems.. | | 出版日期 | Textbook 2008Latest edition | | 关键词 | Chaos; algorithms; artificial intelligence; backpropagation; evolution; evolutionary computation; fuzzy; fu | | 版次 | 2 | | doi | https://doi.org/10.1007/978-1-84628-839-5 | | isbn_softcover | 978-1-4471-6803-4 | | isbn_ebook | 978-1-84628-839-5Series ISSN 1868-0941 Series E-ISSN 1868-095X | | issn_series | 1868-0941 | | copyright | Springer-Verlag London Ltd., part of Springer Nature 2008 |
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发表于 2025-3-21 17:45:07
