Real-life Applications with Membrane Computing (Emergence, Complexity and Computation)
暫譯: 膜計算的實際應用(出現、複雜性與計算)

Gexiang Zhang

  • 出版商: Springer
  • 出版日期: 2018-07-25
  • 售價: $4,600
  • 貴賓價: 9.5$4,370
  • 語言: 英文
  • 頁數: 368
  • 裝訂: Paperback
  • ISBN: 3319857983
  • ISBN-13: 9783319857985
  • 海外代購書籍(需單獨結帳)

商品描述

This book thoroughly investigates the underlying theoretical basis of membrane computing models, and reveals their latest applications. In addition, to date there have been no illustrative case studies or complex real-life applications that capitalize on the full potential of the sophisticated membrane systems computational apparatus; gaps that this book remedies. By studying various complex applications – including engineering optimization, power systems fault diagnosis, mobile robot controller design, and complex biological systems involving data modeling and process interactions – the book also extends the capabilities of membrane systems models with features such as formal verification techniques, evolutionary approaches, and fuzzy reasoning methods.

 As such, the book offers a comprehensive and up-to-date guide for all researchers, PhDs and undergraduate students in the fields of computer science, engineering and the bio-sciences who are interested in the applications of natural computing models.

商品描述(中文翻譯)

本書深入探討膜計算模型的基本理論基礎,並揭示其最新應用。此外,迄今為止,尚未有任何插圖案例研究或複雜的實際應用能夠充分發揮精密膜系統計算裝置的潛力;本書正是填補了這一空白。通過研究各種複雜應用,包括工程優化、電力系統故障診斷、移動機器人控制器設計以及涉及數據建模和過程互動的複雜生物系統,本書還擴展了膜系統模型的能力,加入了形式驗證技術、演化方法和模糊推理方法等特徵。

因此,本書為所有研究人員、博士生和對自然計算模型應用感興趣的計算機科學、工程和生物科學領域的本科生提供了一本全面且最新的指南。