Innovations in Intelligent Machines-5: Computational Intelligence in Control Systems Engineering (Studies in Computational Intelligence)
暫譯: 智能機器創新-5:控制系統工程中的計算智能(計算智能研究)

  • 出版商: Springer
  • 出版日期: 2014-06-11
  • 售價: $4,510
  • 貴賓價: 9.5$4,285
  • 語言: 英文
  • 頁數: 248
  • 裝訂: Hardcover
  • ISBN: 3662433699
  • ISBN-13: 9783662433690
  • 相關分類: 控制系統 Control-systems
  • 海外代購書籍(需單獨結帳)

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商品描述

This research monograph presents selected areas of applications in the field of control systems engineering using computational intelligence methodologies. A number of applications and case studies are introduced. These methodologies are increasing used in many applications of our daily lives. Approaches include, fuzzy-neural multi model for decentralized identification, model predictive control based on time dependent recurrent neural network development of cognitive systems, developments in the field of Intelligent Multiple Models based Adaptive Switching Control, designing military training simulators using modelling, simulation, and analysis for operational analyses and training, methods for modelling of systems  based on the application of Gaussian processes, computational intelligence techniques for process control and image segmentation technique based on modified particle swarm optimized-fuzzy entropy.

商品描述(中文翻譯)

這本研究專著介紹了控制系統工程領域中使用計算智能方法的選定應用領域。文中介紹了多個應用案例和實例研究。這些方法在我們日常生活中的許多應用中越來越常見。所採用的方法包括:用於去中心化識別的模糊-神經多模型、基於時間依賴的遞迴神經網絡的模型預測控制、智能多模型基於自適應切換控制的發展、利用建模、模擬和分析設計軍事訓練模擬器以進行作戰分析和訓練、基於高斯過程應用的系統建模方法、用於過程控制的計算智能技術,以及基於改進的粒子群優化-模糊熵的影像分割技術。