Artificial Neural Networks for Engineering Applications
暫譯: 工程應用的人工神經網絡
Alanis, Alma y., Arana-Daniel, Nancy, Lopez-Franco, Carlos
- 出版商: Academic Press
- 出版日期: 2019-02-13
- 售價: $4,780
- 貴賓價: 9.5 折 $4,541
- 語言: 英文
- 頁數: 176
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0128182474
- ISBN-13: 9780128182475
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商品描述
Artificial Neural Networks for Engineering Applications presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. The proposed methodologies can be applied to modeling, pattern recognition, classification, forecasting, estimation, and more. Readers will find different methodologies to solve various problems, including complex nonlinear systems, cellular computational networks, waste water treatment, attack detection on cyber-physical systems, control of UAVs, biomechanical and biomedical systems, time series forecasting, biofuels, and more. Besides the real-time implementations, the book contains all the theory required to use the proposed methodologies for different applications.
- Presents the current trends for the solution of complex engineering problems that cannot be solved through conventional methods
- Includes real-life scenarios where a wide range of artificial neural network architectures can be used to solve the problems encountered in engineering
- Contains all the theory required to use the proposed methodologies for different applications
商品描述(中文翻譯)
《工程應用的人工神經網絡》介紹了解決無法通過傳統方法解決的複雜工程問題的當前趨勢。所提出的方法論可應用於建模、模式識別、分類、預測、估算等多個領域。讀者將會發現不同的方法論來解決各種問題,包括複雜的非線性系統、細胞計算網絡、廢水處理、對網絡物理系統的攻擊檢測、無人機控制、生物力學和生物醫學系統、時間序列預測、生物燃料等。此外,除了即時實現外,本書還包含了使用所提出的方法論進行不同應用所需的所有理論。
- 提供了解決無法通過傳統方法解決的複雜工程問題的當前趨勢
- 包含實際場景,展示各種人工神經網絡架構如何用於解決工程中遇到的問題
- 包含使用所提出的方法論進行不同應用所需的所有理論