Advanced Computational Intelligence Techniques for Engineers
暫譯: 工程師的進階計算智慧技術
Devadas, T. Joshva, Jayakumar, Naveenkumar, Prasanth, N. Narayanan
- 出版商: CRC
- 出版日期: 2025-12-29
- 售價: $6,400
- 貴賓價: 9.5 折 $6,080
- 語言: 英文
- 頁數: 298
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032873426
- ISBN-13: 9781032873428
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相關分類:
工程數學 Engineering-mathematics
海外代購書籍(需單獨結帳)
商品描述
This book presents a thorough examination of computational intelligence and its significant influence on solving intricate engineering challenges. It covers fundamental theories as well as advanced applications, illustrating how techniques in computational intelligence are transforming engineering practices. The book is organized into distinct sections, each concentrating on specific engineering domains in which computational intelligence assumes a critical role. The book
- presents a methodical coverage of computational intelligence principles and techniques, illustrated by examples from various engineering domains,
- emphasizes a problem-solving approach, demonstrating how computational intelligence can be used to tackle complex problems,
- offers use cases and real-world examples to facilitate targeted learning and understanding, and
- includes discussion on ethical considerations, advocating for the responsible use of technology and consideration of societal impacts.
This reference book is for engineers, researchers, and scholars interested in computational intelligence techniques in engineering.
商品描述(中文翻譯)
本書對計算智能及其在解決複雜工程挑戰中的重要影響進行了全面的探討。它涵蓋了基本理論以及進階應用，說明了計算智能技術如何改變工程實踐。本書分為不同的部分，每一部分專注於計算智能在特定工程領域中的關鍵角色。
本書：
- 系統性地介紹計算智能的原則和技術，並通過來自各個工程領域的例子進行說明，
- 強調問題解決的方法，展示計算智能如何用於解決複雜問題，
- 提供案例研究和實際範例，以促進針對性的學習和理解，並
- 包含對倫理考量的討論，倡導負責任地使用技術並考慮社會影響。
本參考書適合對計算智能技術在工程領域感興趣的工程師、研究人員和學者。
作者簡介
T. Joshva Devadas is a computer technocrat with Doctor of Philosophy in Computer Science and distinctions in Master of Technology and Master of Science degrees in Computer Science, and with more than two decades of experience in teaching and guiding young computer scientists. He has contributed to projects using current, cutting edge technologies and programming languages and also guided young students in choosing and experimenting current computing trends for the past two and half decades of academic work. He works towards creating state of art computing facilities for visually and physically challenged individuals to navigate and use computers independently.
Naveenkumar Jayakumar, PhD, is an Associate Professor at VIT, Vellore, specializing in storage systems, cybersecurity, and intelligent computing. His research is centered on secure cyber-physical systems, edge computing, and applied machine learning, evidenced by multiple Scopus-indexed publications, patents, and funded projects. With over a decade in academia, he has guided postgraduate research in areas such as NLP, deep learning, and software engineering, driving innovations from campus automation to advanced cloud platforms.
N. Narayanan Prasanth, PhD, is a Professor at the School of Computer Science and Engineering, Vellore Institute of Technology, Vellore India. His research interest includes network switch scheduling algorithms, switching architectures, parallel and distributed computing, high performance computing and IoT. He has published more than 30 papers in the reputed conferences and journals. He is a life member of ISTE and member of CSTE. He has also served as a technical committee member and session chair of several conferences and journals.
P. Anandhakumar, PhD, is a Professor in the Department of Information Technology at Anna University, Chennai. He has completed his doctorate in the year 2006 from Anna University. He has produced 20 PhD s in the field of Image Processing, Cloud Computing, Multimedia technology and Machine Learning. His ongoing research lies in the field of Digital Twin Technology, Machine Learning and Artificial Intelligence. He has published more than 150 papers indexed in SCI, SCOPUS, WOS etc. He has more than 27 years teaching experience in the field of Computer Science and Information Technology.
Shrikant Jadhav joined SJSU as an Assistant Professor of Electrical Engineering in the Fall of 2021. Before joining SJSU, he worked as an Assistant Professor for a year at Fort Lewis College, Durango, CO. He moved to the United States to pursue a Ph.D. in 2013. He received his Ph.D. in Electrical Engineering from the North Carolina A & T State University, Greensboro 2018. His research includes developing methodologies for accelerating computationally intensive applications like image processing, bioinformatics, machine learning, etc. He was hired as a postdoc from 2018 to 2020 to work on the "A Mobile High-Performance Computing System for Deployment in the Field" project supported by the DoD grant. During his Ph.D. and Postdoc period, he mentored several high school, undergraduate, and graduate students. He has also served as a technical committee member and session chair of several conferences and journals.
作者簡介(中文翻譯)
T. Joshva Devadas 是一位計算機技術專家，擁有計算機科學的哲學博士學位，並在計算機科學的技術碩士和科學碩士學位中獲得優異成績，擁有超過二十年的教學和指導年輕計算機科學家的經驗。他參與了使用當前尖端技術和程式語言的項目，並在過去二十年半的學術工作中指導年輕學生選擇和實驗當前的計算趨勢。他致力於為視覺和身體障礙人士創造最先進的計算設施，以便他們能夠獨立導航和使用計算機。
Naveenkumar Jayakumar，博士，是 VIT（維洛爾科技大學）的副教授，專注於儲存系統、網絡安全和智能計算。他的研究集中在安全的網絡物理系統、邊緣計算和應用機器學習，並有多篇 Scopus 索引的出版物、專利和資助項目作為證據。在學術界工作超過十年，他指導了研究生在自然語言處理、深度學習和軟體工程等領域的研究，推動了從校園自動化到先進雲平台的創新。
N. Narayanan Prasanth，博士，是維洛爾科技大學計算機科學與工程學院的教授。他的研究興趣包括網絡交換機調度算法、交換架構、平行和分佈式計算、高性能計算和物聯網。他在知名會議和期刊上發表了超過 30 篇論文。他是 ISTE 的終身會員和 CSTE 的成員。他還擔任過多個會議和期刊的技術委員會成員和會議主席。
P. Anandhakumar，博士，是喬治亞安娜大學資訊技術系的教授。他於 2006 年在安娜大學獲得博士學位。他在影像處理、雲計算、多媒體技術和機器學習領域培養了 20 位博士生。他目前的研究領域包括數位雙胞胎技術、機器學習和人工智慧。他已發表超過 150 篇被 SCI、SCOPUS、WOS 等索引的論文。他在計算機科學和資訊技術領域擁有超過 27 年的教學經驗。
Shrikant Jadhav 於 2021 年秋季加入 SJSU 擔任電機工程助理教授。在加入 SJSU 之前，他在科羅拉多州杜蘭戈的福特路易斯學院擔任助理教授一年。他於 2013 年移居美國攻讀博士學位，並於 2018 年在北卡羅來納 A&T 州立大學獲得電機工程博士學位。他的研究包括開發加速計算密集型應用（如影像處理、生物信息學、機器學習等）的方法論。他於 2018 年至 2020 年期間被聘為博士後，參與由國防部資助的「一個可在現場部署的移動高性能計算系統」項目。在博士和博士後期間，他指導了多位高中、本科和研究生。他還擔任過多個會議和期刊的技術委員會成員和會議主席。
