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Proceedings on International Conference on Data Analytics and Computing : Icdac 2022
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ISBN: 981993432X 9819934311 Year: 2023 Publisher: Singapore : Springer, Springer Nature Singapore Pte Ltd.,

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This book features selected papers presented at International Conference on Data Analytics and Computing (ICDAC 2022), organized by Department of Mathematics, College of Science and Technology, Wenzhou-Kean University, Wenzhou, China held during 28–29 May 2022. This book includes state-of-the-art current trends in data science, data analytics optimization, soft computing and related areas. Its primary readers are post graduate students, researchers and academic professionals.


Book
An Introduction to Neural Network Methods for Differential Equations
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ISBN: 9789401798167 940179815X 9789401798150 9401798168 Year: 2015 Publisher: Dordrecht : Springer Netherlands : Imprint: Springer,

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This book introduces a variety of neural network methods for solving differential equations arising in science and engineering. The emphasis is placed on a deep understanding of the neural network techniques, which has been presented in a mostly heuristic and intuitive manner. This approach will enable the reader to understand the working, efficiency and shortcomings of each neural network technique for solving differential equations. The objective of this book is to provide the reader with a sound understanding of the foundations of neural networks, and a comprehensive introduction to neural network methods for solving differential equations together with recent developments in the techniques and their applications. The book comprises four major sections. Section I consists of a brief overview of differential equations and the relevant physical problems arising in science and engineering. Section II illustrates the history of neural networks starting from their beginnings in the 1940s through to the renewed interest of the 1980s. A general introduction to neural networks and learning technologies is presented in Section III. This section also includes the description of the multilayer perceptron and its learning methods. In Section IV, the different neural network methods for solving differential equations are introduced, including discussion of the most recent developments in the field. Advanced students and researchers in mathematics, computer science and various disciplines in science and engineering will find this book a valuable reference source.


Book
Recent trends in communication and intelligent systems : proceedings of ICRTCIS 2020
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ISBN: 9811601674 9811601666 Year: 2021 Publisher: Gateway East, Singapore : Springer,

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Recent Trends in Communication and Intelligent Systems : Proceedings of ICRTCIS 2023.
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ISBN: 9819957923 9819957915 Year: 2023 Publisher: Singapore : Springer Singapore Pte. Limited,

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Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics : Pccda 2023.
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ISBN: 9819946255 9819946263 Year: 2023 Publisher: Singapore : Springer,

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This book is a comprehensive collection of research papers from the International Conference on Paradigms of Computing and Data Analytics (PCCDA 2023). It focuses on advancements in algorithms for intelligent systems and their applications to real-world problems. Topics covered include machine learning, artificial neural networks, evolutionary computation, swarm intelligence, and optimization, among others. The book serves as a valuable resource for graduate students, researchers, and professionals interested in the latest developments in intelligent computing and data analytics. It aims to foster collaboration between academia and industry by presenting novel contributions and facilitating the exchange of ideas.


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Recent Trends in Communication and Intelligent Systems : Proceedings of ICRTCIS 2024.
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ISBN: 9789819776320 9819776325 Year: 2025 Publisher: Singapore : Springer,

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Harmony Search and Nature Inspired Optimization Algorithms : Theory and Applications, ICHSA 2018
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ISBN: 981130761X 9811307601 Year: 2019 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Fourth International Conference on Harmony Search, Soft Computing and Applications held at BML Munjal University, Gurgaon, India on February 7–9, 2018. It consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.


Book
Advances in Harmony Search, Soft Computing and Applications
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ISBN: 3030319679 3030319660 Year: 2020 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book discusses various aspects of real-world applications of optimization algorithms, presenting insights from the 5th International Conference on Harmony Search, Soft Computing and Applications, held at Kunming, China on July 20–22, 2019. The book focuses on the recent advances in soft computing techniques such as harmony search, PSO and DE and their application to solve engineering problems. Presenting research on various real-world engineering problems concerning crowd evacuation strategies, adaptive learning systems, economic impact analysis, cyber-attack detection, urban drainage systems, water management models, feature selection and inventory systems, it is a valuable resource for researchers wanting a state-of-the-art overview of the latest advances in soft computing and related areas.


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Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics
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ISBN: 9789819946266 Year: 2023 Publisher: Singapore Springer Nature Singapore :Imprint: Springer

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