Soft Computing Techniques in Engineering, Health, Mathematical and Social Sciences
暫譯: 工程、健康、數學及社會科學中的軟計算技術

Debnath, Pradip, Mohiuddine, S. A.

  • 出版商: CRC
  • 出版日期: 2021-07-16
  • 售價: $4,910
  • 貴賓價: 9.5$4,665
  • 語言: 英文
  • 頁數: 220
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0367750686
  • ISBN-13: 9780367750688
  • 海外代購書籍(需單獨結帳)

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商品描述

Soft computing techniques are no longer limited to the arena of computer science. The discipline has an exponentially growing demand in other branches of science and engineering and even into health and social science. This book contains theory and applications of soft computing in engineering, health, and social and applied sciences. Different soft computing techniques such as artificial neural networks, fuzzy systems, evolutionary algorithms and hybrid systems are discussed. It also contains important chapters in machine learning and clustering. This book presents a survey of the existing knowledge and also the current state of art development through original new contributions from the researchers. This book may be used as a one-stop reference book for a broad range of readers worldwide interested in soft computing. In each chapter, the preliminaries have been presented first and then the advanced discussion takes place. Learners and researchers from a wide variety of backgrounds will find several useful tools and techniques to develop their soft computing skills. This book is meant for graduate students, faculty and researchers willing to expand their knowledge in any branch of soft computing. The readers of this book will require minimum prerequisites of undergraduate studies in computation and mathematics.

商品描述(中文翻譯)

軟計算技術不再僅限於計算機科學領域。這一學科在其他科學和工程分支,甚至在健康和社會科學中,需求呈指數增長。本書包含了軟計算在工程、健康以及社會和應用科學中的理論與應用。討論了不同的軟計算技術,如人工神經網絡、模糊系統、進化算法和混合系統。本書還包含了機器學習和聚類的重要章節。這本書提供了現有知識的調查,並通過研究人員的原創新貢獻展示了當前的最新發展。本書可作為全球對軟計算感興趣的廣泛讀者的一站式參考書。在每一章中,首先介紹了基礎知識,然後進行深入討論。來自各種背景的學習者和研究人員將發現多種有用的工具和技術,以發展他們的軟計算技能。本書旨在為研究生、教職員和希望擴展其在任何軟計算分支知識的研究人員提供資源。本書的讀者需要具備計算和數學的本科基礎知識。

作者簡介

Dr. Pradip Debnath is an assistant professor (in Mathematics) in the Department of Applied Science and Humanities of Assam University, Silchar.

S. A. Mohiuddine is a full professor of Mathematics at King Abdulaziz University, Jeddah, Saudi Arabia.

作者簡介(中文翻譯)

德普拉迪普·德本納特博士是阿薩姆大學(Assam University)西爾查爾(Silchar)應用科學與人文學系的助理教授(數學)。
S. A. Mohiuddine是沙烏地阿拉伯吉達(Jeddah)阿卜杜勒阿齊茲國王大學(King Abdulaziz University)的數學全職教授。

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