Soft Computing

Engineering Applications

Pradip Debnath, Binod Chandra Tripathy

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English

CRC Press
30 September 2024

Engineering: general; Computer aided manufacture (CAM); Computing: general; Artificial intelligence

Series: Edge AI in Future Computing

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.

Edited by: Pradip Debnath, Binod Chandra Tripathy
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 700g
ISBN: 9781032738529
ISBN 10: 1032738529
Series: Edge AI in Future Computing
Pages: 356
Publication Date: 30 September 2024
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Active

Chapter 1- Different types of convergence in fuzzy normed spaces Chapter 2- Exploring statistical convergence of triple sequences in a credibility space Chapter 3- Some results on triple sequence space in intuitionistic fuzzy anti-normed linear space Chapter 4- An unmanned aerial vehicle (UAV) application to fuzzy soft set based decision making Chapter 5- Fixed point results on strongly Jleli-Samet-F-metric spaces and applications Chapter 6- Application of Meir-Keeler condensing operators to an infinite system of implicit generalized fractional integral equations Chapter 7- Measures of noncompactness and solvability of fractional integral equations Chapter 8- New fixed point results in orthogonal neutrosophic triple controlled rectangular b-metric spaces with related applications Chapter 9- Intuitionistic fuzzy stability results of mixed type functional equation using classical approaches Chapter 10- Enhancing paddy crop disease analysis with an intuitionistic fuzzy clustering algorithm Chapter 11- Soft-rough expert set Chapter 12- Gamma modules and gamma filters Chapter 13- Soft computing techniques for enhanced E-commerce recommender systems Chapter 14- Mathematical foundations of CNN in Soft Computing Chapter 15- Fuzzy logic in predicting diseases: A paradigm shift in medical science

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.