Intelligent Systems and Simulation: Mathematical and Environmental Modeling
暫譯: 智能系統與模擬:數學與環境建模
Dey, Sharadia, Mondal, Sabyasachi, Paul, Abhijit
- 出版商: CRC
- 出版日期: 2025-06-27
- 售價: $4,990
- 貴賓價: 9.5 折 $4,741
- 語言: 英文
- 頁數: 284
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032799811
- ISBN-13: 9781032799810
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相關主題
商品描述
This book covers a wide range of topics such as mathematical modeling, computational methods, simulation techniques in engineering, and their applications in environmental sciences. It begins with an introduction to the fundamental concepts and principles of mathematical modeling with subsequent sections delving into various simulation techniques, including numerical methods, statistical modeling, and bio-mathematical modeling. It also explores the application of these techniques in addressing complex environmental problems.
Features:
- Covers mathematical and computational modeling techniques for simulation in engineering, mathematical, and environmental domains.
- Explores intelligent techniques and simulation methods to enhance accuracy and efficiency in modeling and simulation.
- Includes practical applications and studies that demonstrate the effectiveness of techniques in real-world scenarios.
- Incorporates pertinent newly developed methodologies and applications.
- Discusses CFD software tools like Fortran, MATLAB(R), and Mathematics.
This book is aimed at researchers and graduate students in computer engineering, applied mathematics, and applied ecology.
商品描述(中文翻譯)
這本書涵蓋了數學建模、計算方法、工程中的模擬技術及其在環境科學中的應用等廣泛主題。書中首先介紹了數學建模的基本概念和原則,隨後的章節深入探討各種模擬技術,包括數值方法、統計建模和生物數學建模。它還探討了這些技術在解決複雜環境問題中的應用。
特色:
- 涵蓋數學和計算建模技術,用於工程、數學和環境領域的模擬。
- 探索智能技術和模擬方法,以提高建模和模擬的準確性和效率。
- 包含實際應用和研究,展示技術在現實場景中的有效性。
- 融入相關的新開發方法論和應用。
- 討論 CFD 軟體工具,如 Fortran、MATLAB(R) 和 Mathematics。
這本書的目標讀者是計算機工程、應用數學和應用生態學的研究人員和研究生。
作者簡介
Sharadia Dey is working as an Assistant Professor in the Department of Environmental Studies at St. Xavier's College (Autonomous), Kolkata, West Bengal, India. She completed B.Sc. (Honours) in Chemistry from St. Xavier's College, Kolkata, University of Calcutta, West Bengal, India, and M.Sc. in Atmospheric Science from Ballygunge Science College, University of Calcutta, West Bengal, India. She obtained her Ph.D. from the Department of Environmental Science, University of Burdwan, West Bengal, India, and she completed her postdoctoral research at the University of KwaZulu-Natal, South Africa.
Her research interests include air quality, health, and environmental modeling. Along with 12 years of teaching experience, she is also actively engaged in research. She has published her research work in reputed international journals, conferences, and book chapters. Additionally, she has been successfully working on three national and international research projects. She has research collaborations with scientists in India and abroad.
Sabyasachi Mondal is an Associate Professor in the Department of Mathematics at North-Eastern Hill University, Shillong, Meghalaya, India. He earned his B.Sc. (H) in Mathematics, M.Sc. in Applied Mathematics, and Ph.D. in Computational Fluid Dynamics from Visva-Bharati Santiniketan, West Bengal, India. He worked as a Postdoctoral Research Fellow at the University of KwaZulu-Natal, South Africa.
His areas of research interest include computational fluid dynamics, heat and mass transport, nanofluid flow, etc. Along with his 13 years of teaching experience, he has more than 90 international publications in different reputed journals, books, and conferences in his credit. Also, he published one Indian patent. He delivered invite talks at different Universities and colleges. He is an editorial board member in different international journals and a reviewer of various reputed journals.
Dr. Mondal has received various prestigious funds and fellowships like the UKZN PDF fellowship, Claude Leone Postdoctoral fellowship, NRF travel grants, etc. He is a lifetime member of the Calcutta Mathematical Society and the International Association of Engineers (IAENG). He has research collaborations with various eminent scientists in India and abroad, like South Africa, Botswana, Malaysia, Iran, etc. His research has led to him being selected on the 'Top 2% Most Influential Scientists List' published by Stanford University for the year 2022-2023.
Abhijit Paul is an Associate Professor in the Department of Computer Science at Swami Vivekananda University, Kolkata, India. Prior to this role, he served at Assam Down Town University, Guwahati, and Amity University, Kolkata. He holds a B.Sc. (Hons) in Mathematics from Assam University, Silchar; an M.C.A. from the West Bengal University of Technology; and a Ph.D. in Computer Science from Assam University, Silchar.
His research interests encompass IoT, sensor networks, ad hoc networks, and machine learning. With 8 years of teaching experience, Dr. Paul has contributed to over 11 international publications in reputed journals, books, and conferences. He is also the inventor of one Indian patent and serves as a reviewer for prestigious journals. He actively collaborates with prominent researchers both in India and internationally.
Jyoti Sekhar Banerjee is currently serving as the Head of the Department of Computer Science and Engineering (AI & ML) at the Bengal Institute of Technology (BIT), Kolkata, India. He is also the Professor-in-Charge, R & D and Consultancy Cell & Nodal Officer of the IPR Cell of BIT. Since 2024, he also works as a Remote Researcher in the Internet of THings & AppliCAtions (ITHACA) Lab at the Department of Electrical and Computer Engineering, University of Western Macedonia, Greece. He is the former Remote Research Fellow of the Cognitive Computing and Brain Informatics Research Group (CCBI) at Nottingham Trent University (NTU), UK. He did his Postdoctoral Fellowship at Nottingham Trent University, UK, in the Department of Computer Science. He also completed the Postgraduate Diploma in IPR & TBM from MAKAUT, West Bengal. He has teaching and research experience spanning 20 years and completed one IEI-funded project. He is a member of the CSI, IEEE, ISTE, IEI, ISOC, and IAENG and a fellow of IETE. He is the present Secretary-cum-Treasurer of the ISTE WB Section and Secretary of the IETE, Kolkata Centre. He is the Immediate Past Secretary of the Computer Society of India, Kolkata Chapter. He is also elected as the Vice Chairman Cum Chairman Elect in Computer Society of India, Kolkata Chapter for the year 2025-2027. He has published over 80 papers in various international journals, conference proceedings, and book chapters. So far, he has published 15 edited books and four text books. He is serving as the Series Editor for Advances in Disruptive Technologies and Generative Artificial Intelligence", published by CRC Press, USA. He is also the Series Editor for the Conference Proceedings Series on Futuristic Intelligent and Smart Technologies (FIST), CRC Press, USA. Currently, he is serving as the General Chair of ICHCSC 2022, 2023, 2024, and 2025; and General Co-Chair of GCAIA 2021. He is the Program Chair of the Human 2023, 2024, and 2025 and AAIDS 2024. He is also the General Chair of the AIEST-2024, NEIAIS-2025, WIN 6.0 2025, and ICADAC 2025. He is the Organizing Chair of the EAIT 2024, ICNSBT 2023. 2024, and ICACA 2024. His areas of research interests include computational intelligence, cognitive radio, sensor networks, AI/ML, network security, different computing techniques, IoT, WBAN (e-healthcare), and expert systems.
Ahmed J. Obaid is an Assistant Professor in the Department of Computer Science, Faculty of Computer Science and Mathematics, University of Kufa, Iraq. He holds a bachelor's degree in Computer Science and a degree in Information Systems from the College of Computers, University of Anbar, Iraq (2001-2005); a master's degree (M. TECH) in Computer Science Engineering (CSE) from the School of Information Technology, Jawaharlal Nehru Technological University, Hyderabad, India (2010-2013); and a Ph.D. in Web Mining from the College of Information Technology, University of Babylon, Iraq (2013-2017). He is a Certified Web Mining Consultant with over 14 years of experience working as a Faculty Member at the University of Kufa, Iraq. He has taught courses in web designing, web scripting, JavaScript, VB.Net, MATLAB Toolbox, and other courses on PHP, CMC, and DHTML from more than 10 international organizations and institutes in the USA and India. He is a member of the Statistical and Information Consultation Center (SICC), University of Kufa, Iraq. His main line of research is web mining techniques and applications, image processing in web platforms, image processing, genetic algorithm, information theory, and medical health applications. He has supervised several final year projects for bachelor's and master's degrees in his main line of work. He authored and co-authored several scientific publications in journals, books, and conferences with more than 75+ journal research articles, 5+ book chapters, 15+ conference papers, 10+ conference proceedings, 8+ books editing, and 2+ patents. He attended and participated as Keynote Speakers (60+ Conferences), Webinars (10+), and Session Chairs (10+) in many international events in the following countries: India, Turkey, Nepal, Philippines, Vietnam, Thailand, Indonesia, and other countries.
作者簡介(中文翻譯)
**Sharadia Dey** 目前擔任印度西孟加拉邦加爾各答聖澤維爾學院(自主)環境研究系的助理教授。她在印度加爾各答聖澤維爾學院獲得化學學士(榮譽)學位,並在印度加爾各答巴利根科科學學院獲得大氣科學碩士學位。她在印度布爾德萬大學環境科學系獲得博士學位,並在南非夸祖魯-納塔爾大學完成博士後研究。
她的研究興趣包括空氣質量、健康和環境建模。除了擁有12年的教學經驗外,她還積極參與研究。她的研究成果已發表於多個知名國際期刊、會議和書籍章節。此外,她成功參與了三個國內外研究項目,並與印度及國外的科學家進行研究合作。
**Sabyasachi Mondal** 是印度梅加拉亞邦希隆的東北山大學數學系副教授。他在印度西孟加拉邦的維斯瓦-巴拉提聖尼凱坦獲得數學學士(榮譽)、應用數學碩士和計算流體力學博士學位。他曾在南非夸祖魯-納塔爾大學擔任博士後研究員。
他的研究興趣包括計算流體力學、熱質傳輸、納米流體流動等。擁有13年的教學經驗,他在不同的知名期刊、書籍和會議上發表了超過90篇國際論文。此外,他還獲得了一項印度專利。他在不同的大學和學院進行邀請演講,並擔任多個國際期刊的編輯委員會成員及各種知名期刊的審稿人。
Mondal博士獲得了多項著名的資助和獎學金,如UKZN PDF獎學金、Claude Leone博士後獎學金、NRF旅行補助等。他是加爾各答數學學會和國際工程師協會(IAENG)的終身會員,並與印度及國外的多位著名科學家(如南非、博茨瓦納、馬來西亞、伊朗等)進行研究合作。他的研究使他在2022-2023年被斯坦福大學選入「前2%最具影響力科學家名單」。
**Abhijit Paul** 是印度加爾各答斯瓦米維韋卡南達大學計算機科學系的副教授。在此之前,他曾在阿薩姆州的下城大學和加爾各答的阿米提大學任教。他擁有阿薩姆大學西爾查爾的數學學士(榮譽)、西孟加拉科技大學的碩士學位(M.C.A.),以及阿薩姆大學西爾查爾的計算機科學博士學位。
他的研究興趣包括物聯網(IoT)、傳感器網絡、臨時網絡和機器學習。擁有8年的教學經驗,Paul博士在知名期刊、書籍和會議上發表了超過11篇國際論文。他還是印度的一項專利的發明人,並擔任多個知名期刊的審稿人。他積極與印度及國際的知名研究人員合作。
**Jyoti Sekhar Banerjee** 目前擔任印度加爾各答孟加拉科技學院(BIT)計算機科學與工程(人工智慧與機器學習)系主任。他同時擔任BIT的研發與顧問小組負責人及知識產權小組的聯絡官。自2024年起,他還在希臘西馬其頓大學電氣與計算機工程系的物聯網與應用(ITHACA)實驗室擔任遠程研究員。他曾是英國諾丁漢特倫特大學認知計算與腦信息學研究小組(CCBI)的遠程研究員。他在英國諾丁漢特倫特大學計算機科學系完成博士後研究,並在西孟加拉的MAKAUT獲得知識產權與技術商業化的研究生文憑。他擁有20年的教學和研究經驗,並完成了一個IEI資助的項目。他是CSI、IEEE、ISTE、IEI、ISOC和IAENG的成員,並且是IETE的研究員。他目前是ISTE西孟加拉分會的秘書兼財務主管,也是加爾各答中心IETE的秘書。他是印度計算機學會加爾各答分會的前任秘書,並於2025-2027年當選為該分會的副主席兼主席候選人。他在各種國際期刊、會議論文和書籍章節上發表了超過80篇論文,迄今為止已出版15本編輯書籍和4本教科書。他擔任由CRC Press(美國)出版的《進步於顛覆性技術與生成式人工智慧》系列的系列編輯,並擔任《未來智能與智慧技術會議論文系列(FIST)》的系列編輯。目前,他擔任ICHCSC 2022、2023、2024和2025的總主席,以及GCAIA 2021的總共同主席。他是Human 2023、2024和2025及AAIDS 2024的程序主席,並擔任AIEST-2024、NEIAIS-2025、WIN 6.0 2025和ICADAC 2025的總主席。他是EAIT 2024、ICNSBT 2023、2024和ICACA 2024的組織主席。他的研究興趣包括計算智能、認知無線電、傳感器網絡、人工智慧/機器學習、網絡安全、各種計算技術、物聯網、WBAN(電子健康護理)和專家系統。
**Ahmed J. Obaid** 是伊拉克庫法大學計算機科學系的助理教授。他擁有計算機科學學士學位和伊拉克安巴爾大學計算機學院的信息系統學位(2001-2005);在印度海得拉巴的賈瓦哈拉爾尼赫魯科技大學獲得計算機科學工程(CSE)碩士學位(M. TECH)(2010-2013);以及在伊拉克巴比倫大學獲得網絡挖掘博士學位(2013-2017)。他是一名認證的網絡挖掘顧問,擁有超過14年的教學經驗,並在庫法大學擔任教職。他教授網頁設計、網頁腳本、JavaScript、VB.Net、MATLAB工具箱以及來自美國和印度的10多個國際組織和機構的PHP、CMC和DHTML等課程。他是庫法大學統計與信息諮詢中心(SICC)的成員。他的主要研究方向是網絡挖掘技術及應用、網絡平台的圖像處理、圖像處理、遺傳算法、信息理論和醫療健康應用。他指導了多個本科和碩士學位的畢業專案,並在期刊、書籍和會議上發表了多篇科學出版物,擁有超過75篇期刊研究文章、5篇書籍章節、15篇會議論文、10篇會議論文集、8本編輯書籍和2項專利。他參加並作為主題演講者(60多場會議)、網絡研討會(10多場)和會議主席(10多場)參加了印度、土耳其、尼泊爾、菲律賓、越南、泰國、印尼等多個國際活動。