Computational Intelligence in Engineering and Project Management
Piñero Pérez, Pedro Yobanis, Kacprzyk, Janusz, Bello Pérez, Rafael
相關主題
商品描述
This book is dedicated to all those interested in the application of artificial intelligence in engineering and project management. Most of the jobs are focused on achieving agile project development. New algorithms that combine various computational intelligence techniques are applied in different areas of knowledge in project management.
In this book, computational intelligence is presented as the branch of AI that encompasses various techniques aimed at simulating human tolerance in decision-making processes in environments with uncertainty and imprecision. Among the precursor techniques of computational intelligence are: evolutionary algorithms, artificial neural networks, fuzzy set theory, and fuzzy systems. However, other areas such as the rough set, linguistic data summary, natural language processing, the conversational systems, fuzzy cognitive maps, collective intelligence, the neutrosophic theory, and other fuzzy logic extensions are contributing to the application and extension of computational intelligence
The book is organized into three parts, as shown below. The first part constitutes a critical review of computational intelligence in project management. The second part presents new computational intelligence techniques and their applications in project planning, control, and monitoring processes. In particular, the use of conversational systems and their applicability in the agile management of portfolio programs and projects stand out. Part three of the book exemplifies the use of computing techniques with words and other computational intelligence techniques for organizational decision-making.
The authors of the book stand out for their extensive experience in the development of basic and applied applications of computational intelligence. The authors Janusz Kacprzyk, Pedro Y. Piñero Pérez, Rafael E. Bello Pérez, and Iliana Pérez Pupo have published several books associated with artificial intelligence and computational intelligence applied to projects. They continue working on fundamental-oriented and applied research on different artificial intelligence techniques to help with decision-making in different areas of knowledge.
Authors would like to 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)
本書專為對人工智慧在工程和專案管理中應用感興趣的人而撰寫。大部分的工作都集中在實現敏捷專案開發。新的演算法結合了各種計算智能技術，應用於專案管理的不同領域中。
在本書中，計算智能被介紹為人工智慧的一個分支，涵蓋了各種技術，旨在模擬在不確定和不精確環境中的決策過程中的人類容忍度。計算智能的先驅技術包括：演化算法、人工神經網絡、模糊集合理論和模糊系統。然而，其他領域，如粗糙集、語言數據摘要、自然語言處理、對話系統、模糊認知圖、集體智能、中性理論和其他模糊邏輯擴展，也在計算智能的應用和擴展方面做出了貢獻。
本書分為三個部分，如下所示。第一部分對專案管理中的計算智能進行了批判性評論。第二部分介紹了新的計算智能技術及其在專案計劃、控制和監測過程中的應用。特別是對話系統的使用及其在敏捷管理組合計劃和專案中的適用性突出。本書的第三部分以詞語計算技術和其他計算智能技術在組織決策中的應用為例。
本書的作者以其在基礎和應用計算智能開發方面的豐富經驗而著稱。作者Janusz Kacprzyk、Pedro Y. Piñero Pérez、Rafael E. Bello Pérez和Iliana Pérez Pupo已出版了多本與人工智慧和計算智能應用於專案相關的書籍。他們繼續在不同知識領域的決策裡，進行基礎和應用研究，以幫助人們做出決策。
作者們要感謝所有的工程師、教授和研究人員，沒有他們的努力，這本書就無法完成。
