Applications of Computational Intelligence in Concrete Technology
暫譯: 計算智慧在混凝土技術中的應用
Gupta, Sakshi, Sihag, Parveen, Thakur, Mohindra Singh
- 出版商: CRC
- 出版日期: 2022-06-23
- 售價: $5,980
- 貴賓價: 9.5 折 $5,681
- 語言: 英文
- 頁數: 306
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032013028
- ISBN-13: 9781032013022
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相關主題
商品描述
Computational intelligence (CI) in concrete technology has not yet been fully explored worldwide because of some limitations in data sets. This book discusses the selection and separation of data sets, performance evaluation parameters for different types of concrete and related materials, and sensitivity analysis related to various CI techniques. Fundamental concepts and essential analysis for CI techniques such as artificial neural network, fuzzy system, support vector machine, and how they work together for resolving real-life problems, are explained.
Features:
- It is the first book on this fast-growing research field.
- It discusses the use of various computation intelligence techniques in concrete technology applications.
- It explains the effectiveness of the methods used and the wide range of available techniques.
- It integrates a wide range of disciplines from civil engineering, construction technology, and concrete technology to computation intelligence, soft computing, data science, computer science, and so on.
- It brings together the experiences of contributors from around the world who are doing research in this field and explores the different aspects of their research.
The technical content included is beneficial for researchers as well as practicing engineers in the concrete and construction industry.
商品描述(中文翻譯)
計算智慧(Computational Intelligence, CI)在混凝土技術中的應用尚未在全球範圍內得到充分探索,這是由於數據集的一些限制。本書討論了數據集的選擇與分離、不同類型混凝土及相關材料的性能評估參數,以及與各種CI技術相關的敏感性分析。書中解釋了人工神經網絡(artificial neural network)、模糊系統(fuzzy system)、支持向量機(support vector machine)等CI技術的基本概念和必要分析,以及它們如何協同工作以解決現實生活中的問題。
特色:
- 這是關於這一快速發展研究領域的第一本書。
- 本書討論了各種計算智慧技術在混凝土技術應用中的使用。
- 本書解釋了所使用方法的有效性及可用技術的廣泛範圍。
- 本書整合了土木工程、建築技術、混凝土技術到計算智慧、軟計算、數據科學、計算機科學等多個學科的廣泛範疇。
- 本書匯集了來自全球在該領域進行研究的貢獻者的經驗,並探討了他們研究的不同方面。
所包含的技術內容對於混凝土和建築行業的研究人員以及實務工程師均有益處。
作者簡介
Miss Sakshi Gupta is Assistant Professor in the Department of Civil Engineering, Amity School of Engineering & Technology, Amity University Haryana. She is pursuing PhD from Indian Institute of Technology Delhi, India and has completed M.Tech in Structural Engineering from National Institute of Technology, Kurukshetra, India in the year 2013 and B.Tech from MD University, Rohtak, Haryana, India in 2011. Her areas of interest include building information modeling, concrete technology, sustainable construction, construction technology & management, computation intelligence techniques, and soft computing techniques in civil engineering applications. She is the reviewer and editorial board member of many scientific journals. She has published more than 30 papers in reputed international and national journals and attended various conferences. She had also authored many books and book chapters in Elsevier & Springer.
Dr. Parveen Sihag is presently working as Assistant Professor in Chandigarh University, India. He has completed B. Tech in Civil Engineering, M. Tech in Water Resources Engineering and Ph.D. in civil Engineering Department, National Institute of Technology, Kurukshetra, India. The area of interests is Hydrology, Infiltration, soft computing and optimization. He has published more than 70 research papers in conferences and journals.
Dr. M.S.Thakur has been working as Professor in Department of Civil Engineering, Shoolini University, Solan HP India since 2015. He obtained his B.E..(Civil) from Punjab Engineering College Chandigarh (1980), M.Tech. (Structures) from IIT Bombay (1988) and PhD from Stevens Institute of Technology (2002), Hoboken, New Jersey USA. He has published papers in many international conferences and journals. He is not only an academician but is also an engineer having worked with last posting as Engineer-in Chief in HP Public Works Department in 2015.
Dr. Utku Kose received the B.S. degree in 2008 from computer education of Gazi University, Turkey as a faculty valedictorian. He received M.S. degree in 2010 from Afyon Kocatepe University, Turkey in the field of computer and D.S. / Ph. D. degree in 2017 from Selcuk University, Turkey in the field of computer engineering. Currently, he is an Associate Professor in Suleyman Demirel University, Turkey. He has more than 100 publications including articles, authored and edited books, proceedings, and reports. He is also in editorial boards of many scientific journals and serves as one of the editors of the Biomedical and Robotics Healthcare book series by CRC Press. His research interest includes artificial intelligence, machine ethics, artificial intelligence safety, biomedical applications, optimization, the chaos theory, distance education, e-learning, computer education, and computer science.
作者簡介(中文翻譯)
薩克希·古普塔(Sakshi Gupta)小姐是哈里亞納邦阿米提大學(Amity University Haryana)工程與技術學院土木工程系的助理教授。她目前正在印度德里印度理工學院(Indian Institute of Technology Delhi)攻讀博士學位,並於2013年在印度庫魯克舍特拉國立技術學院(National Institute of Technology, Kurukshetra)獲得結構工程碩士學位,於2011年在印度哈里亞納邦羅塔克的MD大學(MD University, Rohtak)獲得土木工程學士學位。她的研究興趣包括建築資訊建模、混凝土技術、可持續建設、建設技術與管理、計算智能技術以及土木工程應用中的軟計算技術。她是多本科學期刊的審稿人和編輯委員會成員,已在國際和國內知名期刊上發表超過30篇論文,並參加了各種會議。她還在Elsevier和Springer出版了多本書籍和書章。
帕爾維恩·西哈格(Parveen Sihag)博士目前在印度昌迪加爾大學(Chandigarh University)擔任助理教授。他在庫魯克舍特拉國立技術學院的土木工程系完成了土木工程學士學位、 水資源工程碩士學位和博士學位。其研究興趣包括水文學、滲透、軟計算和優化。他在會議和期刊上發表了超過70篇研究論文。
M.S.塔庫爾(M.S. Thakur)博士自2015年以來一直在印度索蘭的舒利尼大學(Shoolini University)土木工程系擔任教授。他於1980年在昌迪加爾的旁遮普工程學院(Punjab Engineering College Chandigarh)獲得土木工程學士學位,於1988年在孟買印度理工學院(IIT Bombay)獲得結構碩士學位,並於2002年在美國新澤西州霍博肯的史蒂文斯理工學院(Stevens Institute of Technology)獲得博士學位。他在許多國際會議和期刊上發表過論文。他不僅是一位學者,還是一位工程師,曾於2015年擔任喜馬偕爾邦公共工程部的首席工程師。
烏特庫·科斯(Utku Kose)博士於2008年在土耳其加茲大學(Gazi University)計算機教育專業獲得學士學位,並以優異成績畢業。他於2010年在土耳其阿夫永科卡特佩大學(Afyon Kocatepe University)獲得計算機碩士學位,並於2017年在土耳其塞爾丘克大學(Selcuk University)獲得計算機工程博士學位。目前,他是土耳其蘇萊曼·德米雷爾大學(Suleyman Demirel University)的副教授。他擁有超過100篇的出版物,包括文章、著作和編輯的書籍、會議論文集和報告。他還是多本科學期刊的編輯委員會成員,並擔任CRC Press生物醫學與機器人醫療書系的編輯之一。他的研究興趣包括人工智慧、機器倫理、人工智慧安全、生物醫學應用、優化、混沌理論、遠程教育、電子學習、計算機教育和計算機科學。