Metaheuristic Algorithms in Industry 4.0
暫譯: 工業4.0中的元啟發式演算法
Shah, Pritesh, Sekhar, Ravi, Kulkarni, Anand J.
- 出版商: CRC
- 出版日期: 2021-09-29
- 售價: $4,910
- 貴賓價: 9.5 折 $4,665
- 語言: 英文
- 頁數: 286
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367698390
- ISBN-13: 9780367698393
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相關分類:
Algorithms-data-structures
海外代購書籍(需單獨結帳)
相關主題
商品描述
Due to increasing industry 4.0 practices, massive industrial process data is now available for researchers for modelling and optimization. Artificial Intelligence methods can be applied to the ever-increasing process data to achieve robust control against foreseen and unforeseen system fluctuations. Smart computing techniques, machine learning, deep learning, computer vision, for example, will be inseparable from the highly automated factories of tomorrow. Effective cybersecurity will be a must for all Internet of Things (IoT) enabled work and office spaces.
This book addresses metaheuristics in all aspects of Industry 4.0. It covers metaheuristic applications in IoT, cyber physical systems, control systems, smart computing, artificial intelligence, sensor networks, robotics, cybersecurity, smart factory, predictive analytics and more.
Key features:
- Includes industrial case studies.
- Includes chapters on cyber physical systems, machine learning, deep learning, cybersecurity, robotics, smart manufacturing and predictive analytics.
- surveys current trends and challenges in metaheuristics and industry 4.0.
Metaheuristic Algorithms in Industry 4.0 provides a guiding light to engineers, researchers, students, faculty and other professionals engaged in exploring and implementing industry 4.0 solutions in various systems and processes.
商品描述(中文翻譯)
由於工業4.0實踐的增加，現在有大量的工業過程數據可供研究人員進行建模和優化。人工智慧方法可以應用於不斷增加的過程數據，以實現對可預見和不可預見的系統波動的穩健控制。智能計算技術、機器學習、深度學習、計算機視覺等將與未來高度自動化的工廠密不可分。有效的網絡安全將是所有物聯網（IoT）啟用的工作和辦公空間的必需品。
本書探討了工業4.0中所有方面的元啟發式演算法。它涵蓋了元啟發式在物聯網、網絡物理系統、控制系統、智能計算、人工智慧、感測器網絡、機器人技術、網絡安全、智能工廠、預測分析等方面的應用。
主要特點：
- 包含工業案例研究。
- 包含有關網絡物理系統、機器學習、深度學習、網絡安全、機器人技術、智能製造和預測分析的章節。
- 調查元啟發式和工業4.0的當前趨勢和挑戰。
《工業4.0中的元啟發式演算法》為工程師、研究人員、學生、教職員及其他專業人士提供了探索和實施工業4.0解決方案於各種系統和過程的指導。
作者簡介
Pritesh Shah is an Associate Professor at the Symbiosis Institute of Technology, Symbiosis International (Deemed University), India.
Ravi Sekhar is an Assistant Professor at the Symbiosis Institute of Technology, Symbiosis International (Deemed University), India.
Anand J. Kulkarni is an Associate Professor at the Symbiosis Center for Research and Innovation, Symbiosis International (Deemed University), India.
Patrick Siarry is a Professor of Automatics and Informatics at the University of Paris-Est Creteil, where he leads the Image and Signal Processing team in the Laboratoire Images, Signaux et Systemes Intelligents (LiSSi).
作者簡介(中文翻譯)
Pritesh Shah 是印度 Symbiosis International (Deemed University) 的 Symbiosis Institute of Technology 的副教授。
Ravi Sekhar 是印度 Symbiosis International (Deemed University) 的 Symbiosis Institute of Technology 的助理教授。
Anand J. Kulkarni 是印度 Symbiosis International (Deemed University) 的 Symbiosis Center for Research and Innovation 的副教授。
Patrick Siarry 是巴黎東部克雷泰伊大學的自動化與資訊學教授，並領導 Laboratoire Images, Signaux et Systemes Intelligents (LiSSi) 的影像與信號處理團隊。
