Soft Computing for Sustainability Science (Studies in Fuzziness and Soft Computing)
暫譯: 可持續科學的軟計算(模糊性與軟計算研究)

  • 出版商: Springer
  • 出版日期: 2017-07-24
  • 售價: $4,010
  • 貴賓價: 9.5$3,810
  • 語言: 英文
  • 頁數: 348
  • 裝訂: Hardcover
  • ISBN: 3319623583
  • ISBN-13: 9783319623580
  • 海外代購書籍(需單獨結帳)

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商品描述

This book offers a timely snapshot of soft computing methodologies and their applications to various problems related to sustainability, including electric energy consumption; fault diagnosis; vessel fuel consumption; determining the best sites for new malls; maritime port projects; and ad-hoc vehicular networks. Further, it demonstrates how metaheuristics and machine learning methods, fuzzy linear programming, neural networks, computing with words, linguistic models and other soft computing methods can be efficiently used to solve real-world problems. Intended as a practice-oriented guide for students, researchers, and professionals working at the interface between computer science, industrial engineering, naval engineering, agriculture, and sustainable development / climate change research, it provides readers with a set of intelligent solutions, helping them answer a range of emerging questions related to sustainability.

 

商品描述(中文翻譯)

本書提供了有關軟計算方法及其在可持續性相關問題上的應用的即時快照,包括電能消耗、故障診斷、船舶燃料消耗、新商場最佳選址、海事港口項目以及臨時車輛網絡。此外,本書展示了如何有效地使用元啟發式演算法和機器學習方法、模糊線性規劃、神經網絡、語言計算、語言模型及其他軟計算方法來解決現實世界中的問題。本書旨在作為一本以實踐為導向的指南,適合在計算機科學、工業工程、海洋工程、農業及可持續發展/氣候變遷研究交界處工作的學生、研究人員和專業人士,為讀者提供一套智能解決方案,幫助他們回答一系列與可持續性相關的新興問題。