High-Performance Automation Methods for Computational Intelligent Systems: Challenges, Opportunities, and Applications
暫譯: 高效能自動化方法於計算智能系統：挑戰、機會與應用
Sharma, Vijay Kumar, Kumar Gupta, Sachin
- 出版商: CRC
- 出版日期: 2025-09-17
- 售價: $6,480
- 貴賓價: 9.5 折 $6,156
- 語言: 英文
- 頁數: 374
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032908106
- ISBN-13: 9781032908106
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
Intelligent computation is the need of the current society. This field attracts significant attention due to its application-oriented systems. It is essential for implementing various society-related solutions. Automation methods help improve the quality of life and support the development of efficient systems. The available theories and concepts are implemented for the benefit of society, drastically changing the world. The advancement of the existing ideas is simulated in the scenario of future intelligent automation systems. The complicated problems can be easily solved using the mentioned approaches. The decisive nature of the algorithms builds the system more intelligent. This book targets current trends in the relevant field and outlines a path for the development of future automated systems. The intelligence behaviour of the systems is the prime requirement for the age development. The gaps in the current development scenarios need to be identified and bridged by incorporating highly efficient algorithms, ideas, and working prototypes.
This book:
- Presents a comprehensive survey, performance analysis, and time complexity comparison of machine learning techniques in network security.
- Discusses energy-efficient hybrid algorithms for reconfiguration in radial distribution systems.
- Covers a detailed examination of automation approaches for the study and detection of disparate leaf diseases using computational intelligent systems.
- Illustrates applications of quantum cellular energy-efficient computing methods for automation.
- Explain cybersecurity strategies for advanced computational intelligence and customer segmentation through machine learning techniques.
The book is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and information technology.
商品描述(中文翻譯)
智能計算是當前社會的需求。這個領域因其應用導向的系統而受到廣泛關注。它對於實施各種與社會相關的解決方案至關重要。自動化方法有助於提高生活品質並支持高效系統的發展。現有的理論和概念被應用於社會的利益，徹底改變了世界。現有思想的進步在未來智能自動化系統的情境中得到了模擬。使用上述方法可以輕鬆解決複雜的問題。算法的決定性特徵使系統變得更加智能。本書針對相關領域的當前趨勢，勾勒出未來自動化系統發展的路徑。系統的智能行為是時代發展的主要需求。當前發展情境中的差距需要被識別並通過引入高效的算法、理念和工作原型來彌補。
本書：
- 提供了機器學習技術在網路安全中的綜合調查、性能分析和時間複雜度比較。
- 討論了在徑向配電系統中進行重構的節能混合算法。
- 涵蓋了使用計算智能系統研究和檢測不同葉片疾病的自動化方法的詳細檢查。
- 說明了量子細胞節能計算方法在自動化中的應用。
- 解釋了通過機器學習技術進行先進計算智能和客戶細分的網路安全策略。
本書主要為電機工程、電子與通信工程、計算機科學與工程以及資訊技術領域的高年級本科生、研究生和學術研究人員所撰寫。
作者簡介
Vijay Kumar Sharma received his M.Tech. in VLSI Design from the National Institute of Technology, Hamirpur, Himachal Pradesh, India, in 2009 and his Ph.D. in Low-Power VLSI Design from the ABV Indian Institute of Information Technology & Management, Gwalior, Madhya Pradesh, India, in 2015. Since January 2025, he has been Associate Professor in the Department of Electronics and Communication Engineering, Shri Mata Vaishno Devi University, Katra, India. His research interests are in the area of low-power circuit design. He has published widely in international journals and conferences of repute. He has authored many book chapters for reputed publishers and has many patents to his credit. He is also listed in the list of world's top 2% scientist, published by Stanford University and Elsevier. He is the life member of various societies. He has organized many short-term programmes/workshops/faculty development progra
Sachin Kumar Gupta received his M.Tech. and Ph.D. from the Indian Institute of Technology, Banaras Hindu University, Varanasi, Uttar Pradesh, India in 2011 and 2016, respectively. Since September 2023, he has been working as an Associate Professor in the Department of Electronics & Communication Engineering, Central University of Jammu, Samba, India. His research and teaching interests include computer systems and networking, cryptography and network security, cybersecurity, UAV, SDN, and IoT. He has published widely in reputed international journals and prestigious conference proceedings, and is the author of many book chapters as well. He has also been granted a number of patents from German Patent and Trade Mark Office, and Office of the Controller General of Patents Designs & Trademarks, Government of India, South Africa. He has organized a number of faculty development programmes/short-term courses/workshops/conferences in the capacity of coordinator and organizing secretary.
作者簡介(中文翻譯)
Vijay Kumar Sharma於2009年在印度喜馬偕爾邦哈米爾普爾國立技術學院獲得VLSI設計的碩士學位（M.Tech.），並於2015年在印度中央大學ABV印度信息技術與管理學院獲得低功耗VLSI設計的博士學位（Ph.D.）。自2025年1月以來，他一直擔任印度卡特拉的Shri Mata Vaishno Devi University電子與通信工程系的副教授。他的研究興趣集中在低功耗電路設計領域。他在國際知名期刊和會議上發表了大量論文，並為多家知名出版社撰寫了許多書章，擁有多項專利。他還被斯坦福大學和Elsevier發表的全球前2%科學家名單所列。他是多個學會的終身會員，並組織了許多短期課程/研討會/教師發展計劃。
Sachin Kumar Gupta於2011年和2016年分別在印度烏塔爾邦瓦拉納西的印度理工學院（Banaras Hindu University）獲得碩士學位（M.Tech.）和博士學位（Ph.D.）。自2023年9月以來，他一直在印度贾姆穆中央大學電子與通信工程系擔任副教授。他的研究和教學興趣包括計算機系統與網絡、密碼學與網絡安全、網絡安全、無人機（UAV）、軟定義網絡（SDN）和物聯網（IoT）。他在國際知名期刊和著名會議論文集中發表了大量論文，並撰寫了許多書章。他還獲得了德國專利和商標局以及印度政府專利設計與商標總局的多項專利。他以協調員和組織秘書的身份組織了多個教師發展計劃/短期課程/研討會/會議。
