Soft Computing: Engineering Applications
暫譯: 軟計算:工程應用
Debnath, Pradip, Tripathy, Binod Chandra
- 出版商: CRC
- 出版日期: 2024-09-30
- 售價: $6,820
- 貴賓價: 9.5 折 $6,479
- 語言: 英文
- 頁數: 356
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032738529
- ISBN-13: 9781032738529
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商品描述
This book examines the latest developments in the area of soft computing with engineering applications. It explores topics such as fuzzy sets, intuitionistic fuzzy sets, unmanned aerial vehicles, soft sets, neutrosophic sets, fractional calculus, big data analytics, and the mathematical foundations of convolutional neural network (CNNs). Soft Computing: Engineering Applications offers readers a comprehensive and in-depth understanding of various cutting-edge technologies that are transforming industries worldwide.
The book explores soft computing techniques in a very systematic manner. It elucidates the concepts, theories, and applications of fuzzy sets, enabling readers to grasp the fundamentals and explore their applications in various fields. It provides new insight into unmanned aerial vehicle applications to fuzzy soft set based decision making. It then discusses new fixed point results in orthogonal neutrosophic generalized metric spaces and explores statistical convergence of triple sequences in a credibility space. The authors then provide readers with a solid grasp of the mathematical underpinnings of CNNs, enabling them to design, train, and optimize neural networks for image recognition, object detection, and other computer vision tasks. The authors also present new studies in fractional calculus and explores advanced visualization algorithms and techniques for big data analytics.
Soft Computing will be useful for beginners and advanced researchers in engineering, applied sciences and healthcare professionals working in soft computing applications.
商品描述(中文翻譯)
本書探討了在工程應用領域中軟計算的最新發展。內容涵蓋模糊集合、直覺模糊集合、無人機、軟集合、中立集合、分數微積分、大數據分析以及卷積神經網絡(CNN)的數學基礎等主題。《軟計算:工程應用》為讀者提供了對各種正在改變全球產業的前沿技術的全面而深入的理解。
本書以非常系統化的方式探討軟計算技術。它闡明了模糊集合的概念、理論和應用,使讀者能夠掌握基本原理並探索其在各個領域的應用。書中提供了對無人機應用於基於模糊軟集合的決策制定的新見解。接著,討論了在正交中立廣義度量空間中的新不動點結果,並探討了在可信度空間中的三重序列的統計收斂。作者隨後為讀者提供了對CNN數學基礎的扎實理解,使他們能夠設計、訓練和優化神經網絡以進行圖像識別、物體檢測和其他計算機視覺任務。作者還介紹了分數微積分的新研究,並探討了用於大數據分析的先進可視化算法和技術。
《軟計算》將對初學者和在軟計算應用領域工作的工程、應用科學及醫療專業的高級研究人員有所幫助。
作者簡介
Dr. Pradip Debnath is an Associate Professor in the Department of Mathematical Sciences at Tezpur University, India. He received his Ph.D. in Mathematics from the National Institute of Technology Silchar, India. His research interests include fixed point theory, functional analysis, soft computing and mathematical statistics.
Prof. (Dr.) Binod Chandra Tripathy received his M.Sc. and Ph.D. degrees from the Berhampur University, Odisha, India. He is the Director, IQAC, Tripura University since March 2020. His research interests are Fuzzy set theory, Sequences of fuzzy numbers, Summability theory, Sequence space and Series, Sequences of complex uncertain variables, Spectral theory, Multiset topological space, Neutrosophic topological space, Decision making etc.
作者簡介(中文翻譯)
Pradip Debnath 博士是印度 Tezpur 大學數學科學系的副教授。他在印度 Silchar 國立技術學院獲得數學博士學位。他的研究興趣包括不動點理論、函數分析、軟計算和數理統計。
Binod Chandra Tripathy 教授(博士)在印度奧迪沙的 Berhampur 大學獲得碩士和博士學位。自2020年3月以來,他擔任 Tripura 大學的質量保證與認證中心(IQAC)主任。他的研究興趣包括模糊集合理論、模糊數列、可總和性理論、序列空間與級數、複雜不確定變數序列、譜理論、多重集合拓撲空間、中立拓撲空間、決策等。