Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications
暫譯: 計算智慧驅動研究的最新趨勢:理論基礎與應用

Bhattacharyya, Siddhartha, Dutta, Paramartha, Samanta, Debabrata

  • 出版商: Academic Press
  • 出版日期: 2021-08-05
  • 售價: $6,320
  • 貴賓價: 9.5$6,004
  • 語言: 英文
  • 頁數: 422
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 012822844X
  • ISBN-13: 9780128228449
  • 海外代購書籍(需單獨結帳)

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商品描述

The field of computational intelligence has grown tremendously over that past five years, thanks to evolving soft computing and artificial intelligent methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices which previously often remain unexplored by virtue of their underlying imprecision, uncertainties and redundancies, and the unavailability of appropriate methods for describing the incompleteness and vagueness of information represented. With the advent of the field of computational intelligence, researchers are now able to explore and unearth the intelligence, otherwise insurmountable, embedded in the systems under consideration. Computational Intelligence is now not limited to only specific computational fields, it has made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design to name a few.

Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications explores the use of this computational paradigm across a wide range of applied domains which handle meaningful information. Chapters investigate a broad spectrum of the applications of computational intelligence across different platforms and disciplines, expanding our knowledge base of various research initiatives in this direction. This volume aims to bring together researchers, engineers, developers and practitioners from academia and industry working in all major areas and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing.

商品描述(中文翻譯)

計算智能領域在過去五年中迅速成長,這要歸功於不斷演進的軟計算和人工智能方法論、工具及技術,這些方法能夠揭示嵌入在現實生活觀察中的智能本質。因此,科學家們能夠解釋和理解現實生活中的過程和實踐,這些過程和實踐因其潛在的不精確性、不確定性和冗餘性而往往未被探索,並且缺乏適當的方法來描述所表現的信息的不完整性和模糊性。隨著計算智能領域的興起,研究人員現在能夠探索和挖掘嵌入在考慮系統中的智能,這在過去是難以克服的。計算智能現在不僅限於特定的計算領域,它已經在信號處理、智慧製造、預測控制、機器人導航、智慧城市和感測器設計等多個領域取得進展。

《計算智能驅動的研究新趨勢:理論基礎與應用》探討了這一計算範式在處理有意義信息的廣泛應用領域中的使用。各章節調查了計算智能在不同平台和學科中的應用廣度,擴展了我們在這一方向上各種研究倡議的知識基礎。本書旨在匯聚來自學術界和業界的研究人員、工程師、開發者和實踐者,涵蓋計算智能、通信系統、計算機網絡和軟計算的所有主要領域及跨學科領域。