Computational Intelligence Applied to Decision-Making in Uncertain Environments
暫譯: 應用於不確定環境決策的計算智慧

Piñero Pérez, Pedro Yobanis, Pérez Pupo, Iliana, Kacprzyk, Janusz

  • 出版商: Springer
  • 出版日期: 2025-03-25
  • 售價: $7,860
  • 貴賓價: 9.5$7,467
  • 語言: 英文
  • 頁數: 427
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031836421
  • ISBN-13: 9783031836428
  • 海外代購書籍(需單獨結帳)

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商品描述

This book is dedicated to all those interested in the application of computational intelligence techniques for decision-making in uncertain environments. The book is organized into four parts. The first part groups together four works related to conversational systems and decision-making using generative artificial intelligence. The second part includes four articles associated with decision-making in project-oriented environments. The third part includes three works related to decision-making in human health environments and decision-making in sports training. The fourth part of the book contains three articles associated with business decision-making.

This book combines different artificial intelligence techniques for solving decision-making problems, among which the following stand out: generative artificial intelligence, linguistic data summarization techniques, neutrosophic theory, computing with words, among other techniques. The techniques proposed in the book aim to simulate human tolerance in decision-making processes in environments with uncertainty and imprecision.

The authors of the book stand out for their extensive experience in the development of basic and applied applications of computational intelligence. The authors Pedro Y. Piñero Pérez, Iliana Pérez Pupo, Janusz Kacprzyk, and Rafael E. Bello Pérez have published several books associated with artificial intelligence and applied computational intelligence. They continue to work on fundamental and applied research on different artificial intelligence techniques to assist decision-making in different areas of knowledge.

The authors thank all the engineers, professors, and researchers without whose efforts this book could not have been written.

商品描述(中文翻譯)

本書獻給所有對於在不確定環境中應用計算智慧技術進行決策感興趣的人士。本書分為四個部分。第一部分匯集了四篇與對話系統及使用生成式人工智慧進行決策相關的作品。第二部分包含四篇與專案導向環境中的決策相關的文章。第三部分包括三篇與人類健康環境中的決策及運動訓練中的決策相關的作品。第四部分則包含三篇與商業決策相關的文章。

本書結合了不同的人工智慧技術來解決決策問題,其中以下技術尤為突出:生成式人工智慧、語言數據摘要技術、中立理論、以詞計算等其他技術。本書中提出的技術旨在模擬人類在不確定性和不精確性環境中的決策過程中的容忍度。

本書的作者以其在計算智慧基本及應用應用開發方面的豐富經驗而著稱。作者Pedro Y. Piñero Pérez、Iliana Pérez Pupo、Janusz Kacprzyk和Rafael E. Bello Pérez已出版多本與人工智慧及應用計算智慧相關的書籍。他們持續在不同人工智慧技術的基礎及應用研究上工作,以協助在不同知識領域中的決策。

作者感謝所有工程師、教授及研究人員,沒有他們的努力,本書無法完成。