Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems

Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems
Title Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems PDF eBook
Author Yeliz Karaca
Publisher Academic Press
Pages 352
Release 2022-06-22
Genre Science
ISBN 0323886167

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Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems addresses different uncertain processes inherent in the complex systems, attempting to provide global and robust optimized solutions distinctively through multifarious methods, technical analyses, modeling, optimization processes, numerical simulations, case studies as well as applications including theoretical aspects of complexity. Foregrounding Multi-chaos, Fractal and Multi-fractional in the era of Artificial Intelligence (AI), the edited book deals with multi- chaos, fractal, multifractional, fractional calculus, fractional operators, quantum, wavelet, entropy-based applications, artificial intelligence, mathematics-informed and data driven processes aside from the means of modelling, and simulations for the solution of multifaceted problems characterized by nonlinearity, non-regularity and self-similarity, frequently encountered in different complex systems. The fundamental interacting components underlying complexity, complexity thinking, processes and theory along with computational processes and technologies, with machine learning as the core component of AI demonstrate the enabling of complex data to augment some critical human skills. Appealing to an interdisciplinary network of scientists and researchers to disseminate the theory and application in medicine, neurology, mathematics, physics, biology, chemistry, information theory, engineering, computer science, social sciences and other far-reaching domains, the overarching aim is to empower out-of-the-box thinking through multifarious methods, directed towards paradoxical situations, uncertain processes, chaotic, transient and nonlinear dynamics of complex systems. - Constructs and presents a multifarious approach for critical decision-making processes embodying paradoxes and uncertainty. - Includes a combination of theory and applications with regard to multi-chaos, fractal and multi-fractional as well as AI of different complex systems and many-body systems. - Provides readers with a bridge between application of advanced computational mathematical methods and AI based on comprehensive analyses and broad theories.

Fractional Dynamics in Natural Phenomena and Advanced Technologies

Fractional Dynamics in Natural Phenomena and Advanced Technologies
Title Fractional Dynamics in Natural Phenomena and Advanced Technologies PDF eBook
Author Dumitru Baleanu
Publisher Cambridge Scholars Publishing
Pages 290
Release 2024-01-29
Genre Juvenile Nonfiction
ISBN 1527552772

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This book addresses different applied problems in order to demonstrate the feasibility of fractional calculus’ use, irrespective of the type of memory kernels used, to model varieties of natural phenomena and new processes emerging in advanced technologies. In this context, the book’s focus is on modelling, adequate results, and interpretations, rather than theorems and proofs. The book includes a total of 12 chapters, representing various aspects of applied fractional modelling and covering important issues in modern technologies to provide a better understanding of applications of fractional calculus in applied modelling. The book will be a versatile source of information for undergraduate and graduate students, and for scientists involved in modelling of nonlinear and hereditary phenomena.

Machine Intelligence Techniques for Data Analysis and Signal Processing

Machine Intelligence Techniques for Data Analysis and Signal Processing
Title Machine Intelligence Techniques for Data Analysis and Signal Processing PDF eBook
Author Dilip Singh Sisodia
Publisher Springer Nature
Pages 879
Release 2023-05-30
Genre Technology & Engineering
ISBN 9819900859

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This book comprises the proceedings of the 4th International Conference on Machine Intelligence and Signal Processing (MISP2022). The contents of this book focus on research advancements in machine intelligence, signal processing, and applications. The book covers the real-time challenges involved while processing big data analytics and stream processing with the integration of smart data computing services and interconnectivity. It also includes the progress in signal processing to process the normal and abnormal categories of real-world signals such as signals generated from IoT devices, smart systems, speech, and videos and involves biomedical signal processing: electrocardiogram (ECG), electroencephalogram (EEG), magnetoencephalography (MEG), electromyogram (EMG), etc. This book proves a valuable resource for those in academia and industry.

Advances in Distributed Computing and Machine Learning

Advances in Distributed Computing and Machine Learning
Title Advances in Distributed Computing and Machine Learning PDF eBook
Author Suchismita Chinara
Publisher Springer Nature
Pages 600
Release 2023-06-27
Genre Technology & Engineering
ISBN 9819912032

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This book is a collection of peer-reviewed best selected research papers presented at the Fourth International Conference on Advances in Distributed Computing and Machine Learning (ICADCML 2023), organized by Department of Computer Science and Engineering, National Institute of Technology, Rourkela, Odisha, India, during 15–16 January 2023. This book presents recent innovations in the field of scalable distributed systems in addition to cutting edge research in the field of Internet of Things (IoT) and blockchain in distributed environments.

Advances in Mathematical Modelling, Applied Analysis and Computation

Advances in Mathematical Modelling, Applied Analysis and Computation
Title Advances in Mathematical Modelling, Applied Analysis and Computation PDF eBook
Author Jagdev Singh
Publisher Springer Nature
Pages 632
Release 2022-10-13
Genre Technology & Engineering
ISBN 9811901791

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This book is a valuable source for graduate students and researchers and provides a comprehensive introduction to recent theories and applications of mathematical modeling and numerical simulation. It includes selected peer-reviewed papers presented at the 4th International Conference on Mathematical Modelling, Applied Analysis and Computation (ICMMAAC 2021), held at JECRC University, Jaipur, India, during August 5–7, 2021. The book is focused on mathematical modeling of various problems arising in science and engineering and new efficient numerical approaches for solving linear nonlinear problems and rigorous mathematical theories, which can be used to analyze different kinds of mathematical models. Applications of mathematical methods in physics, chemistry, biology, mechanical engineering, civil engineering, computer science, social science, and finance are presented.

Key Digital Trends Shaping the Future of Information and Management Science

Key Digital Trends Shaping the Future of Information and Management Science
Title Key Digital Trends Shaping the Future of Information and Management Science PDF eBook
Author Lalit Garg
Publisher Springer Nature
Pages 640
Release 2023-05-15
Genre Technology & Engineering
ISBN 3031311531

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This book (proceedings of ISMS 2022) is intended to be used as a reference by students and researchers who collect scientific and technical contributions with respect to models, tools, technologies and applications in the field of information systems and management science. This textbook shows how to exploit information systems in a technology-rich management field. The book introduces concepts, principles, methods, and procedures that will be valuable to students and scholars in thinking about existing organization systems, proposing new systems, and working with management professionals in implementing new information systems.

Chaos, Complexity, and Sustainability in Management

Chaos, Complexity, and Sustainability in Management
Title Chaos, Complexity, and Sustainability in Management PDF eBook
Author Cepni, Elif
Publisher IGI Global
Pages 313
Release 2024-06-17
Genre Business & Economics
ISBN

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In today's rapidly evolving world, traditional management approaches often fail to address the complexities of modern challenges. Decision-makers frequently encounter unpredictable environments where Volatility, Uncertainty, Complexity, and Ambiguity (VUCA) reign; this poses a significant obstacle to achieving sustainable outcomes and can lead to ineffective decision-making. By presenting cutting-edge research and theoretical frameworks, Chaos, Complexity, and Sustainability in Management equips seasoned professionals, researchers, and students with the tools to navigate the complexities of adaptive systems and make informed decisions in a VUCA world. It delves into decision-making in strenuous environments, systems thinking, and sustainable management practices, providing practical insights and strategies for addressing these challenges. Through a comprehensive exploration of these concepts, readers will understand how to thrive in turbulent times.