Data-Driven Decision Making and Soft Computing: Applications and Advances
暫譯: 數據驅動的決策制定與軟計算:應用與進展
Nagarajan, D., Pamucar, Dragan, Zararsız, Zarife
- 出版商: CRC
- 出版日期: 2026-05-26
- 售價: $7,570
- 貴賓價: 9.5 折 $7,191
- 語言: 英文
- 頁數: 320
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1041062974
- ISBN-13: 9781041062974
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相關分類:
Machine Learning
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商品描述
This book reflects the comprehensive exploration of the intersection between fuzzy decision-making and soft computing. It delves into the theoretical foundations of fuzzy decision-making and soft computing, exploring the underlying principles, algorithms, and mathematical frameworks.
商品描述(中文翻譯)
這本書全面探討了模糊決策與軟體計算之間的交集。它深入研究了模糊決策和軟體計算的理論基礎,探索了其基本原則、演算法和數學框架。
作者簡介
Nagarajan Deivanayagampillai received the PhD degree from Manonmaniam Sundaranar university. He is a highly accomplished professor in the Department of Mathematics at Rajalakshmi Institute of Technology and a Postdoctoral Researcher at the Faculty of Engineering and Technology, Multimedia University, Jalan Ayer Keroh Lama, 75450 Melaka, Malaysia. With 25 years of extensive teaching and research experience both nationally and internationally, he has made remarkable contributions to his field. He has published over 150 high-impact journal articles, secured four patent grants, and obtained one international copyright. He has successfully completed two international research projects and holds key editorial positions, serving as an Associate Editor for Franklin Open and an Academic Editor for the Journal of Mathematics, Advanced Fuzzy Systems, Computational and Mathematical Methods, and the International Journal of Biomedical Imaging. Additionally, he is a visiting professor for the Global Learning Programme (GLP) at ITS, Surabaya, Indonesia, and an esteemed editorial board member for several prestigious journals.
Dragan Pamucar received the M.Sc. degree from the Faculty of Transport and Traffic Engineering, Belgrade, Serbia, in 2009, and the PhD degree in applied mathematics, with a specialization in multi-criteria modeling and soft computing techniques from the University of Defence, Belgrade, in 2013. He is currently an Associate Professor with the Faculty of Organizational Sciences, University of Belgrade. He has five books and more than 220 research articles published in SCI-indexed international journals, including Expert Systems with Applications, Applied Soft Computing, Soft Computing, Computational Intelligence, Computers and Industrial Engineering, Engineering Applications of Artificial Intelligence, IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions of Fuzzy Systems, IEEE Transactions on Transportation Electrification, Information Sciences, and Information Research. According to Scopus and Stanford University, he is among the World's Top 2% of scientists as of 2020. According to WoS and Clarivate, he is among the Top 1% of highly cited researchers. His research interests include computational intelligence, multi-criteria decision-making problems, neurofuzzy systems, fuzzy, rough and intuitionistic fuzzy set theory, and neutrosophic theory, and their application areas include a wide range of logistics and engineering problems.
Zarife Zararsız received the M.Sc. and PhD degrees from Nevşehir Hacı Bektaş Veli University, Nevşehir, Turkey. She is an Associate Professor with Nevşehir Hacı Bektaş Veli University, Nevşehir, Turkey. Her research interests include sequence spaces, especially almost convergent sequence spaces and application of the fuzzy sets in medicine and other areas of the science.
作者簡介(中文翻譯)
Nagarajan Deivanayagampillai 於 Manonmaniam Sundaranar 大學獲得博士學位。他是 Rajalakshmi Institute of Technology 數學系的高級教授,同時也是馬來西亞馬六甲 Multimedia University 工程與技術學院的博士後研究員。擁有 25 年的國內外教學與研究經驗,他在其領域做出了卓越的貢獻。他已發表超過 150 篇高影響力的期刊文章,獲得四項專利授權,並取得一項國際版權。他成功完成了兩個國際研究項目,並擔任多個重要編輯職位,包括 Franklin Open 的副編輯,以及 Journal of Mathematics、Advanced Fuzzy Systems、Computational and Mathematical Methods 和 International Journal of Biomedical Imaging 的學術編輯。此外,他還是印尼泗水 ITS 全球學習計劃 (GLP) 的訪問教授,以及多個知名期刊的編輯委員會成員。
Dragan Pamucar 於 2009 年在塞爾維亞貝爾格萊德交通與交通工程學院獲得碩士學位,並於 2013 年在貝爾格萊德國防大學獲得應用數學博士學位,專攻多準則建模和軟計算技術。他目前是貝爾格萊德大學組織科學學院的副教授。他已出版五本書籍和超過 220 篇在 SCI 索引的國際期刊上發表的研究文章,包括 Expert Systems with Applications、Applied Soft Computing、Soft Computing、Computational Intelligence、Computers and Industrial Engineering、Engineering Applications of Artificial Intelligence、IEEE Transactions on Intelligent Transportation Systems、IEEE Transactions of Fuzzy Systems、IEEE Transactions on Transportation Electrification、Information Sciences 和 Information Research。根據 Scopus 和史丹佛大學的資料,他在 2020 年被列為全球前 2% 的科學家。根據 WoS 和 Clarivate 的資料,他是前 1% 的高被引研究者。他的研究興趣包括計算智能、多準則決策問題、神經模糊系統、模糊、粗糙和直覺模糊集理論,以及中立理論,其應用領域涵蓋廣泛的物流和工程問題。
Zarife Zararsız 於土耳其內夫謝希爾 Hacı Bektaş Veli 大學獲得碩士和博士學位。她是內夫謝希爾 Hacı Bektaş Veli 大學的副教授。她的研究興趣包括序列空間,特別是幾乎收斂的序列空間,以及模糊集在醫學和其他科學領域的應用。