Computational Intelligence for Decision Support
暫譯: 決策支持的計算智慧
Chen, Zhengxin
- 出版商: CRC
- 出版日期: 2019-09-05
- 售價: $2,730
- 貴賓價: 9.5 折 $2,594
- 語言: 英文
- 頁數: 400
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367399237
- ISBN-13: 9780367399238
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相關主題
商品描述
Intelligent decision support relies on techniques from a variety of disciplines, including artificial intelligence and database management systems. Most of the existing literature neglects the relationship between these disciplines. By integrating AI and DBMS, Computational Intelligence for Decision Support produces what other texts don't: an explanation of how to use AI and DBMS together to achieve high-level decision making. Threading relevant disciplines from both science and industry, the author approaches computational intelligence as the science developed for decision support. The use of computational intelligence for reasoning and DBMS for retrieval brings about a more active role for computational intelligence in decision support, and merges computational intelligence and DBMS. The introductory chapter on technical aspects makes the material accessible, with or without a decision support background. The examples illustrate the large number of applications and an annotated bibliography allows you to easily delve into subjects of greater interest. The integrated perspective creates a book that is, all at once, technical, comprehensible, and usable. Now, more than ever, it is important for science and business workers to creatively combine their knowledge to generate effective, fruitful decision support. Computational Intelligence for Decision Support makes this task manageable.
商品描述(中文翻譯)
智能決策支持依賴於來自多個學科的技術,包括人工智慧(AI)和資料庫管理系統(DBMS)。現有文獻大多忽略了這些學科之間的關係。透過整合AI和DBMS,《決策支持的計算智能》提供了其他文本所沒有的內容:解釋如何將AI和DBMS結合使用,以實現高層次的決策制定。
作者從科學和產業的相關學科出發,將計算智能視為為決策支持而發展的科學。使用計算智能進行推理和DBMS進行檢索,使計算智能在決策支持中扮演更積極的角色,並融合了計算智能和DBMS。關於技術方面的介紹章節使得這些材料對於有或沒有決策支持背景的讀者都易於理解。範例展示了大量的應用,而附註的參考書目則讓您能夠輕鬆深入探討更感興趣的主題。
這種整合的視角創造了一本同時具備技術性、可理解性和可用性的書籍。如今,科學和商業工作者更需要創造性地結合他們的知識,以產生有效且富有成效的決策支持。《決策支持的計算智能》使這一任務變得可管理。