Recent Advances in Intelligent Engineering: Volume Dedicated to Imre J. Rudas' Seventy-Fifth Birthday (智能工程的最新進展:獻給伊梅爾·J·魯達斯七十五歲生日的卷冊)

Kovács, Levente, Haidegger, Tamás, Szakál, Anikó

  • 出版商: Springer
  • 出版日期: 2024-08-07
  • 售價: $7,820
  • 貴賓價: 9.5$7,429
  • 語言: 英文
  • 頁數: 319
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 303158256X
  • ISBN-13: 9783031582561
  • 海外代購書籍(需單獨結帳)

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商品描述

The book publishes new developments and advances in the various areas of computational intelligence--quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics, and life science, as well as the methodologies behind them.

The book contains monographs, lecture notes, and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Critical to both contributors and readers are the short publication time and world-wide distribution--this permits a rapid and broad disseminational of research results.

Soft computing, as a collection of techniques exploiting approximation and tolerance for imprecision and uncertainty in traditionally intractable problems, has become very effective and popular especially because of the synergy derived from its components. The integration of constituent technologies provides complementary methods that allow developing flexible computing tools and solving complex problems. A wide area of natural applications of soft computing techniques consists of the control of dynamic systems, including robots. Loosely speaking, control can be understood as driving a process to attain a desired goal. Intelligent control can be seen as an extension of this concept, to include autonomous human-like interactions of a machine with the environment.

Intelligent robots can be characterized by the ability to operate in an uncertain, changing environment with the help of appropriate sensing. They have the power to autonomously plan and execute motion sequences to achieve a goal specified by a human user without detailed instructions. In this book leading specialists address various theoretical and practical aspects in soft computing, intelligent robotics, and control. The problems discussed are taken from fuzzy systems, neural networks, interactive evolutionary computing, intelligent mobile robotics, and intelligent control of linear and nonlinear dynamic systems.

商品描述(中文翻譯)

本書發表計算智慧各領域的新發展和進展,迅速且具高品質。其目的是涵蓋計算智慧的理論、應用及設計方法,這些內容嵌入於工程、計算機科學、物理學和生命科學等領域,以及其背後的方法論。

本書包含計算智慧的專著、講義和編輯卷,涵蓋神經網絡、連結主義系統、遺傳演算法、演化計算、人工智慧、細胞自動機、自組織系統、軟計算、模糊系統和混合智能系統等領域。對於貢獻者和讀者而言,短期出版時間和全球分發是至關重要的,這使得研究成果能夠迅速且廣泛地傳播。

軟計算作為一系列技術的集合,利用近似和對不精確性及不確定性的容忍,已在傳統上難以處理的問題中變得非常有效且受歡迎,特別是因為其組件之間的協同效應。組成技術的整合提供了互補的方法,使得開發靈活的計算工具和解決複雜問題成為可能。軟計算技術的自然應用範圍廣泛,包括動態系統的控制,這其中也包括機器人。寬泛來說,控制可以理解為驅動一個過程以達成期望的目標。智能控制可以被視為這一概念的延伸,涵蓋機器與環境之間的自主類人互動。

智能機器人可以被特徵化為能夠在不確定和變化的環境中運作,並借助適當的感知能力。他們具備自主規劃和執行動作序列的能力,以達成由人類使用者指定的目標,而無需詳細的指示。在本書中,領先的專家探討了軟計算、智能機器人和控制的各種理論和實踐方面。討論的問題來自模糊系統、神經網絡、互動演化計算、智能移動機器人以及線性和非線性動態系統的智能控制。