Applications of Fuzzy Logic in Decision Making and Management Science
暫譯: 模糊邏輯在決策與管理科學中的應用
Jana, Subrata, Basu Mallik, Biswadip, Sarkar, Anirban
- 出版商: Springer
- 出版日期: 2025-05-20
- 售價: $7,120
- 貴賓價: 9.5 折 $6,764
- 語言: 英文
- 頁數: 511
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031777182
- ISBN-13: 9783031777189
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商品描述
The fuzzy logic theory is a branch of mathematics dealing with uncertainty in measurement of any quantity or any estimation. The concept of fuzzy logic uses membership functions. The range of values from various functions or operations determines their construction. A defined rules set can create an application process and membership controls. Fuzzy applications include control system engineering, image processing, power engineering, industrial automation, robotics, consumer electronics and AI. Artificial intelligence, machine learning and expert systems have various applications that address complicated issues. The fuzzy logic inference rules have solved many problems in manufacturing and other industries. Auto engines by Honda, lift control by Mitsubishi Electric, palmtop computers by Hitachi, dishwashers by Matsushita and anti-lock brakes by Nissan are examples of corporations using machine-learning techniques with fuzzy principles. Fuzzy approaches and rule sets interpret computer vision, machine learning and evolution. Fuzzy sets can govern decision rules. Several areas use fuzzy systems in different ways. Computer vision, image processing and meta heuristic evolutionary computing are typical face research applications. Fuzzy theories can optimise and fine-tune the classifier model. Fuzzy theory is used in management, stock market analysis, information retrieval, linguistics, and behavioural science with good results. Fuzzy applications are seen in data mining and stock market prediction. The fuzzy machine learning model in the ensemble pattern accurately classifies and predicts all kinds of tasks. Fuzzy theories help maintain high accuracy. For categorisation and prediction, the ensemble pattern uses fuzzy concepts. The constant growth of fuzzy domain leads to several categorisation and prediction methods. Fuzzy type 2 and intuitionistic fuzzy logic exhibit promise accuracy and versatility. Such fuzzy logic variations can readily overcome the drawbacks of the simple fuzzy model.
The book has been developed keeping in view about readers of different categories starting from the students to the professionals and researchers as well. The development of the book and its content layout will be done so meticulously proving the enough insights of the subjects to the readers so that the readers can easily pursue their research concept from the book. Overall the book serve as the purpose of repository of good amount of information and their technical presentations.
商品描述(中文翻譯)
模糊邏輯理論是數學的一個分支，處理任何量度或估算中的不確定性。模糊邏輯的概念使用隸屬函數。來自各種函數或操作的值範圍決定了它們的構造。一組定義的規則可以創建應用過程和隸屬控制。模糊應用包括控制系統工程、影像處理、電力工程、工業自動化、機器人技術、消費電子產品和人工智慧。人工智慧、機器學習和專家系統有多種應用，解決複雜問題。模糊邏輯推理規則已解決製造業和其他行業的許多問題。由本田製造的汽車引擎、由三菱電機控制的升降系統、由日立製造的掌中電腦、由松下製造的洗碗機以及由日產製造的防鎖死煞車系統都是使用機器學習技術與模糊原則的企業範例。模糊方法和規則集解釋計算機視覺、機器學習和進化。模糊集合可以管理決策規則。幾個領域以不同方式使用模糊系統。計算機視覺、影像處理和元啟發式進化計算是典型的研究應用。模糊理論可以優化和微調分類器模型。模糊理論在管理、股市分析、信息檢索、語言學和行為科學中取得了良好的結果。模糊應用在數據挖掘和股市預測中也有所體現。集成模式中的模糊機器學習模型準確地分類和預測各種任務。模糊理論有助於維持高準確性。對於分類和預測，集成模式使用模糊概念。模糊領域的持續增長導致了幾種分類和預測方法。模糊類型2和直覺模糊邏輯展現出良好的準確性和多功能性。這些模糊邏輯變體可以輕易克服簡單模糊模型的缺點。
本書的開發考慮到了不同類別的讀者，從學生到專業人士和研究人員。書籍的發展及其內容佈局將非常細緻，為讀者提供足夠的主題見解，以便讀者能夠輕鬆地從書中追求他們的研究概念。總體而言，本書作為大量信息及其技術呈現的資料庫，達到了其目的。
作者簡介
Subrata Jana, double M.Sc. (Applied Mathematics, Applied Statistics and Analytics), M. Phil is an assistant professor of mathematics in the department of basic science and humanities at Seacom Engineering College, Howrah, West Bengal, India. Also he is working as a guest faculty of West Bengal State University, Barasat, West Bengal at the Department of Management and Marketing. Currently he is pursuing Ph.D. at Jadavpur University, Department of Mathematics. He has more than 10 years of Academic experience. His area of interest is Linear Algebra, Probability & Statistics, Operations Research, Mathematical Finance, Fuzzy Multi-Criteria Decision Making etc. He also acted as a resource person in various workshops and research programs conducted by Institutes. He has published several papers in national & international journals of repute. Also published a few papers in ABDC, Scopus, SCI, Web of Science and UGC Care listed journals and in edited books published by foreign publishers of repute like CRC Press, Routledge, Taylor & Francis etc. He is a life member of Calcutta Mathematical Society; Operational Research Society of India; Indian Statistical Institute, Kolkata; The Indian Science Congress Association.
Dr. Biswadip Basu Mallik is currently an Associate Professor of Mathematics in the Department of Basic Science & Humanities at the Institute of Engineering & Management, University of Engineering and Management, Kolkata, India. With over 22 years of experience in teaching and research, he has published numerous research papers and book chapters in scientific journals from esteemed international publishers such as CRC Press, Apple, Wiley, IGI Global, Springer, Nova Science, IEEE, and more. Dr. Basu Mallik has authored five undergraduate-level books on Engineering Mathematics, Quantitative Methods, and Computational Intelligence. He has also published five Indian patents and edited eighteen books. His research interests include Computational Fluid Dynamics, Mathematical Modeling, Optimization, and Machine Learning. He serves as the Series Editor for the book series titled Mathematics and Computer Science from Wiley-Scrivener, USA, and is the Managing Editor of the Journal of Mathematical Sciences & Computational Mathematics (JMSCM), USA. Additionally, Dr. Basu Mallik is an Editorial Board member and reviewer for several scientific journals. He holds senior life membership in the Operational Research Society of India (ORSI) and life membership in the Calcutta Mathematical Society (CMS), Indian Statistical Institute (ISI), Indian Science Congress Association (ISCA), and the International Association of Engineers (IAENG).
Dr. Anirban Sarkar is currently associated with West Bengal State University (WBSU) as Professor & Head of the Department of Management & Marketing. He is also the Director of Centre for Management Studies. He has more than 20 years of Academic experience. His area of interest is Marketing, Finance, and Statistics in Social Sciences particularly Market Research, Consumer Behaviour, Behavioural Marketing, Social Marketing, Digital Marketing, International Finance, and Behavioural Finance. He is now currently focusing on Data Analytics particularly Multivariate Analysis in Social Sciences. Completed minor and major research projects sponsored by UGC and ICSSR. Currently, submitted a Covid Special Project Report sponsored by ICSSR as Project Director. He chaired, co- chaired, and presented papers at many national and international conferences. He also acted as a resource person in various workshops and research programs conducted by Universities and Institutes of national importance across different states in India. Also published a few papers in ABDC, Scopus, SCI, Web of Science and UGC Care listed journals and in edited books published by foreign publishersofreputelikeRoutledge, Emerald, PalgraveMcMillan, Bloomsbury, etc. in the areas of general management, marketing, economics, and finance. Served as State Public Information Officer (SPIO) of WBSU from 2012 to 2016. At present also serving as Convener, Sports Board in WBSU since2016. He is a Life member of the Indian Economic Association (IEA), Bengal Economic Association (BEA), Indian Accounting Association (IAA), and Indian Commerce Association (ICA). Presently holding the position of Executive Council member and also Joint Secretary of the Indian Economic Association.
Dr. Chiranjibe Jana currently a adjunct faculty of Saveetha School of Engineering, Saveeth Institute of Medical and Technical Sciences (SIMATS), Chennai 602105, Tamil Nadu, India. He received his Bachelor of Science degree with honours in Mathematics in 2007 from Midnapore College, Paschim Medinipur, West Bengal, India and Master of Science degree in Mathematics in 2009 from Vidyasagar University, West Bengal, India. He received Ph.D degree in pure mathematics with specialization of fuzzy BCK/BCI- algebra and related algebras in 2018, Department of Applied Mathematics, Vidyasagar University, West Bengal, India. He has qualified NET in 2010. His current research interest are in the areas of multi-criteria decision-making, aggregation operator, decision- support systems, renewable energy, fuzzy optimization, artificial intelligence, fuzzy algebra and soft algebraic structures. He has published 84 papers, among them 50 are published in the international reputed SCI journals such as Applied Soft Computing, Engineering Applications of Artificial Intelligence, Scientia Iranica, International Journal of Intelligent Systems, Journal of Intelligent and Fuzzy Systems, Soft Computing, Journal of Ambinent Intelligence and Humanized Computing, Iranian Journal of Fuzzy Systems, Symmetry, Mathematics, and Knowledge-based Systems, Information Sciences, etc. He has published two edited books, one published in IGI Global, USA, 2019 and another published in Springer, 2023. He published one author book in Elsevier in November, 2023. He has serves as a reviewer in a journals including Soft computing, Artificial Intelligence Review, Journal of Ambinent Intelligence and Humanized Computing, Fuzzy Information and Engineering, Filomat, IEEE Access, International Journal of Intelligent Systems, Complexity, AIMS-Mathematics, Journal of Intelligent & Fuzzy Systems, The journal of Supper computing, Patter Recognition Letters, Engineering Applications of Artificial Inetlligence, Expert Systems with Applications, Applied Soft computing, and Information Sciences, etc. Now, he is an academic editor of Mathematical Problems in Engineering, SCIE, IF-1.305, and journal of mathematics, SCIE, IF-1.4, and He is a advisory board member of Heliyon journal, Elsevier, SCIE, IF-4. According to Scopus and Stanford University, he is among the World top 2% scientists as of 2022, 2023 and 2024.
作者簡介(中文翻譯)
**Subrata Jana**，擁有應用數學、應用統計與分析的雙碩士學位及哲學碩士學位，現任印度西孟加拉邦霍拉的Seacom工程學院基礎科學與人文學科系的數學助理教授。同時，他也在西孟加拉邦巴拉薩特的西孟加拉邦州立大學管理與行銷系擔任客座教授。目前，他正在加爾各答的賈達夫普爾大學數學系攻讀博士學位。他擁有超過10年的學術經驗，研究領域包括線性代數、機率與統計、運籌學、數學金融、模糊多準則決策等。他曾在多個機構舉辦的研討會和研究計畫中擔任資源人員，並在國內外知名期刊上發表了多篇論文。此外，他還在ABDC、Scopus、SCI、Web of Science和UGC Care列出的期刊以及由知名外國出版社如CRC Press、Routledge、Taylor & Francis等出版的編輯書籍中發表了幾篇論文。他是加爾各答數學學會、印度運籌學會、加爾各答印度統計學會及印度科學大會的終身會員。
**Dr. Biswadip Basu Mallik**目前是印度加爾各答工程與管理學院基礎科學與人文學科系的副教授。擁有超過22年的教學與研究經驗，他在來自知名國際出版社如CRC Press、Apple、Wiley、IGI Global、Springer、Nova Science、IEEE等的科學期刊上發表了大量研究論文和書籍章節。Dr. Basu Mallik著有五本本科層級的工程數學、定量方法和計算智能的書籍。他還獲得了五項印度專利並編輯了十八本書籍。他的研究興趣包括計算流體力學、數學建模、優化和機器學習。他擔任Wiley-Scrivener美國出版的數學與計算機科學系列書籍的系列編輯，並是《數學科學與計算數學期刊》（JMSCM）的主編。此外，Dr. Basu Mallik還是多個科學期刊的編輯委員會成員和審稿人。他是印度運籌學會（ORSI）的高級終身會員，以及加爾各答數學學會（CMS）、印度統計學會（ISI）、印度科學大會（ISCA）和國際工程師協會（IAENG）的終身會員。
**Dr. Anirban Sarkar**目前在西孟加拉邦州立大學（WBSU）擔任管理與行銷系的教授及系主任，同時也是管理研究中心的主任。他擁有超過20年的學術經驗，研究領域包括社會科學中的行銷、金融和統計，特別是市場研究、消費者行為、行為行銷、社會行銷、數位行銷、國際金融和行為金融。他目前專注於數據分析，特別是在社會科學中的多變量分析。他完成了UGC和ICSSR贊助的小型和大型研究項目，並作為項目主任提交了一份由ICSSR贊助的Covid特別項目報告。他在許多國內外會議上擔任主席、共同主席並發表論文，並在印度各州的多所大學和國家重要機構的研討會和研究計畫中擔任資源人員。他還在ABDC、Scopus、SCI、Web of Science和UGC Care列出的期刊以及由知名外國出版社如Routledge、Emerald、Palgrave Macmillan、Bloomsbury等出版的編輯書籍中發表了幾篇論文，涵蓋一般管理、行銷、經濟學和金融等領域。2012年至2016年，他擔任WBSU的州公共信息官（SPIO），目前自2016年以來擔任WBSU體育委員會的召集人。他是印度經濟學會（IEA）、孟加拉經濟學會（BEA）、印度會計學會（IAA）和印度商業學會（ICA）的終身會員，並目前擔任印度經濟學會的執行委員會成員及聯合秘書。
**Dr. Chiranjibe Jana**目前是印度泰米爾納德邦金奈的Saveetha醫學與技術科學學院（SIMATS）Saveetha工程學院的兼任教員。他於2007年在印度西孟加拉邦的Midnapore College獲得數學榮譽理學士學位，並於2009年在Vidyasagar University獲得數學碩士學位。他於2018年在Vidyasagar University的應用數學系獲得純數學博士學位，專攻模糊BCK/BCI代數及相關代數。他於2010年通過NET考試。目前他的研究興趣包括多準則決策、聚合運算子、決策支持系統、可再生能源、模糊優化、人工智慧、模糊代數和軟代數結構。他已發表84篇論文，其中50篇發表在國際知名的SCI期刊上，如Applied Soft Computing、Engineering Applications of Artificial Intelligence、Scientia Iranica、International Journal of Intelligent Systems、Journal of Intelligent and Fuzzy Systems、Soft Computing、Journal of Ambient Intelligence and Humanized Computing、Iranian Journal of Fuzzy Systems、Symmetry、Mathematics和Knowledge-based Systems、Information Sciences等。他出版了兩本編輯書籍，其中一本於2019年在IGI Global出版，另一本於2023年在Springer出版。他於2023年11月在Elsevier出版了一本個人著作。他曾擔任多個期刊的審稿人，包括Soft Computing、Artificial Intelligence Review、Journal of Ambient Intelligence and Humanized Computing、Fuzzy Information and Engineering、Filomat、IEEE Access、International Journal of Intelligent Systems、Complexity、AIMS-Mathematics、Journal of Intelligent & Fuzzy Systems、The Journal of Supercomputing、Pattern Recognition Letters、Engineering Applications of Artificial Intelligence、Expert Systems with Applications、Applied Soft Computing和Information Sciences等。目前，他是《工程中的數學問題》（Mathematical Problems in Engineering）的學術編輯，該期刊為SCIE，影響因子為1.305，以及《數學期刊》（Journal of Mathematics），該期刊為SCIE，影響因子為1.4。他還是Elsevier的Heliyon期刊的顧問委員會成員，該期刊為SCIE，影響因子為4。根據Scopus和史丹佛大學的資料，他在2022、2023和2024年被列為全球前2%的科學家。
