Mathematical Modeling For Intelligent Systems

Author : Mukesh Kumar Awasthi,Ravi Tomar,Maanak Gupta
Publisher : CRC Press
Page : 263 pages
File Size : 49,5 Mb
Release : 2022-07-29
Category : Computers
ISBN : 9781000618402

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Mathematical Modeling for Intelligent Systems by Mukesh Kumar Awasthi,Ravi Tomar,Maanak Gupta Pdf

Mathematical Modeling for Intelligent Systems: Theory, Methods, and Simulation aims to provide a reference for the applications of mathematical modeling using intelligent techniques in various unique industry problems in the era of Industry 4.0. Providing a thorough introduction to the field of soft-computing techniques, this book covers every major technique in artificial intelligence in a clear and practical style. It also highlights current research and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems techniques, including neural networks, fuzzy logic, evolutionary strategy, and genetic algorithms. This book demonstrates concepts through simulation examples and practical experimental results. Key Features: • Offers a well-balanced mathematical analysis of modeling physical systems • Summarizes basic principles in differential geometry and convex analysis as needed • Covers a wide range of industrial and social applications and bridges the gap between core theory and costly experiments through simulations and modeling • Focuses on manifold ranging from stability of fluid flows, nanofluids, drug delivery, and security of image data to pandemic modeling, etc. This book is primarily aimed at advanced undergraduates and postgraduate students studying computer science, mathematics, and statistics. Researchers and professionals will also find this book useful.

Author : Radek Silhavy,Petr Silhavy,Zdenka Prokopova
Publisher : Springer Nature
Page : 424 pages
File Size : 42,5 Mb
Release : 2019-09-19
Category : Technology & Engineering
ISBN : 9783030313623

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Computational Statistics and Mathematical Modeling Methods in Intelligent Systems by Radek Silhavy,Petr Silhavy,Zdenka Prokopova Pdf

This book presents real-world problems and exploratory research in computational statistics, mathematical modeling, artificial intelligence and software engineering in the context of the intelligent systems. This book constitutes the refereed proceedings of the 3rd Computational Methods in Systems and Software 2019 (CoMeSySo 2019), a groundbreaking online conference that provides an international forum for discussing the latest high-quality research results.

Author : Yung C. Shin,Chengying Xu
Publisher : CRC Press
Page : 456 pages
File Size : 40,5 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781420051773

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Intelligent Systems by Yung C. Shin,Chengying Xu Pdf

Providing a thorough introduction to the field of soft computing techniques, Intelligent Systems: Modeling, Optimization, and Control covers every major technique in artificial intelligence in a clear and practical style. This book highlights current research and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems techniques, including neural networks, fuzzy logic, evolutionary strategy, and genetic algorithms. The book demonstrates concepts through simulation examples and practical experimental results. Case studies are also presented from each field to facilitate understanding.

Author : Samsul Ariffin Abdul Karim,Afza Shafie
Publisher : Springer Nature
Page : 439 pages
File Size : 55,6 Mb
Release : 2021-09-17
Category : Technology & Engineering
ISBN : 9783030796068

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Towards Intelligent Systems Modeling and Simulation by Samsul Ariffin Abdul Karim,Afza Shafie Pdf

This book creates the emergence of disruptive technologies that have led to a significant change in the role of mathematics and statistics for problem solving, with the use of sophisticated software and hardware in solving complex systems and process. In the era of digital technology, mathematics and statistics need to be highly relevant to be able to cater for the needs of IR4.0 such as big data analytics, simulation, autonomous system, and cloud computing. Motivated by this development, a total of 26 chapters are contributed by respectable experts for this book. The main scope of the book is to conduct a new system of modeling and simulations on solving differential equations, nonlinear equations, energy, epidemiology, and risk assessment. This book is of interest for postgraduate students, researchers as well as other scientists who are working in numerical modeling and simulations based on efficient mathematical and statistical techniques.

Author : Samsul Ariffin Abdul Karim
Publisher : Springer Nature
Page : 688 pages
File Size : 53,6 Mb
Release : 2022-10-12
Category : Technology & Engineering
ISBN : 9783031040283

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Intelligent Systems Modeling and Simulation II by Samsul Ariffin Abdul Karim Pdf

This book develops a new system of modeling and simulations based on intelligence system. As we are directly moving from Third Industrial Revolution (IR3.0) to Fourth Industrial Revolution (IR4.0), there are many emergence techniques and algorithm that appear in many sciences and engineering branches. Nowadays, most industries are using IR4.0 in their product development as well as to refine their products. These include simulation on oil rig drilling, big data analytics on consumer analytics, fastest algorithm for large-scale numerical simulations and many more. These will save millions of dollar in the operating costs. Without any doubt, mathematics, statistics and computing are well blended to form an intelligent system for simulation and modeling. Motivated by this rapid development, in this book, a total of 41 chapters are contributed by the respective experts. The main scope of the book is to develop a new system of modeling and simulations based on machine learning, neural networks, efficient numerical algorithm and statistical methods. This book is highly suitable for postgraduate students, researchers as well as scientists that have interest in intelligent numerical modeling and simulations.

Author : Manoj Sahni,José M. Merigó,Ritu Sahni,Rajkumar Verma
Publisher : Springer Nature
Page : 496 pages
File Size : 45,8 Mb
Release : 2021-12-11
Category : Technology & Engineering
ISBN : 9789811659522

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Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy by Manoj Sahni,José M. Merigó,Ritu Sahni,Rajkumar Verma Pdf

This book presents new knowledge and recent developments in all aspects of computational techniques, mathematical modeling, energy systems, and applications of fuzzy sets and intelligent computing. The book is a collection of best selected research papers presented at the Second International Conference on “Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy (MMCITRE 2021),” organized by the Department of Mathematics, Pandit Deendayal Petroleum University, in association with Forum for Interdisciplinary Mathematics. The book provides innovative works of researchers, academicians, and students in the area of interdisciplinary mathematics, statistics, computational intelligence, and renewable energy.

Author : National Research Council,Division on Engineering and Physical Sciences,Board on Manufacturing and Engineering Design,Commission on Engineering and Technical Systems,U.S. National Committee on Theoretical and Applied Mechanics
Publisher : National Academies Press
Page : 145 pages
File Size : 45,9 Mb
Release : 1991-02-01
Category : Technology & Engineering
ISBN : 9780309046480

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Research Directions in Computational Mechanics by National Research Council,Division on Engineering and Physical Sciences,Board on Manufacturing and Engineering Design,Commission on Engineering and Technical Systems,U.S. National Committee on Theoretical and Applied Mechanics Pdf

Computational mechanics is a scientific discipline that marries physics, computers, and mathematics to emulate natural physical phenomena. It is a technology that allows scientists to study and predict the performance of various productsâ€"important for research and development in the industrialized world. This book describes current trends and future research directions in computational mechanics in areas where gaps exist in current knowledge and where major advances are crucial to continued technological developments in the United States.

Author : Natalya Shakhovska,Mykola O. Medykovskyy
Publisher : Springer Nature
Page : 971 pages
File Size : 49,8 Mb
Release : 2019-11-01
Category : Technology & Engineering
ISBN : 9783030336950

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Advances in Intelligent Systems and Computing IV by Natalya Shakhovska,Mykola O. Medykovskyy Pdf

This book reports on new theories and applications in the field of intelligent systems and computing. It covers computational and artificial intelligence methods, as well as advances in computer vision, current issues in big data and cloud computing, computation linguistics, and cyber-physical systems. It also reports on important topics in intelligent information management. Written by active researchers, the respective chapters are based on selected papers presented at the XIV International Scientific and Technical Conference on Computer Science and Information Technologies (CSIT 2019), held on September 17–20, 2019, in Lviv, Ukraine. The conference was jointly organized by the Lviv Polytechnic National University, Ukraine, the Kharkiv National University of Radio Electronics, Ukraine, and the Technical University of Lodz, Poland, under patronage of Ministry of Education and Science of Ukraine. Given its breadth of coverage, the book provides academics and professionals with extensive information and a timely snapshot of the field of intelligent systems, and is sure to foster new discussions and collaborations among different groups.

Author : Dana Simian,Laura Florentina Stoica
Publisher : Springer Nature
Page : 411 pages
File Size : 40,7 Mb
Release : 2021-02-12
Category : Computers
ISBN : 9783030685270

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Modelling and Development of Intelligent Systems by Dana Simian,Laura Florentina Stoica Pdf

This volume constitutes the refereed proceedings of the 7th International Conference on Modelling and Development of Intelligent Systems, MDIS 2020, held in Sibiu, Romania, in October 2020. Due to the COVID-19 pandemic the conference was held online. The 25 revised full papers presented in the volume were carefully reviewed and selected from 57 submissions. The papers are organized in topical sections on ​evolutionary computing; intelligent systems for decision support; machine learning; mathematical models for development of intelligent systems; modelling and optimization of dynamic systems; ontology engineering.

Author : Valentina Emilia Balas,János Fodor,Annamária R. Várkonyi-Kóczy
Publisher : Springer Science & Business Media
Page : 210 pages
File Size : 50,5 Mb
Release : 2009-03-23
Category : Mathematics
ISBN : 9783642004476

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Soft Computing Based Modeling in Intelligent Systems by Valentina Emilia Balas,János Fodor,Annamária R. Várkonyi-Kóczy Pdf

The book “Soft Computing Based Modeling in Intelligent Systems”contains the - tended works originally presented at the IEEE International Workshop SOFA 2005 and additional papers. SOFA, an acronym for SOFt computing and Applications, is an international wo- shop intended to advance the theory and applications of intelligent systems and soft computing. Lotfi Zadeh, the inventor of fuzzy logic, has suggested the term “Soft Computing.” He created the Berkeley Initiative of Soft Computing (BISC) to connect researchers working in these new areas of AI. Professor Zadeh participated actively in our wo- shop. Soft Computing techniques are tolerant to imprecision, uncertainty and partial truth. Due to the large variety and complexity of the domain, the constituting methods of Soft Computing are not competing for a comprehensive ultimate solution. Instead they are complementing each other, for dedicated solutions adapted to each specific pr- lem. Hundreds of concrete applications are already available in many domains. Model based approaches offer a very challenging way to integrate a priori knowledge into procedures. Due to their flexibility, robustness, and easy interpretability, the soft c- puting applications will continue to have an exceptional role in our technologies. The applications of Soft Computing techniques in emerging research areas show its mat- ity and usefulness. The IEEE International Workshop SOFA 2005 held Szeged-Hungary and Arad- Romania in 2005 has led to the publication of these two edited volumes. This volume contains Soft Computing methods and applications in modeling, optimisation and prediction.

Author : Patricia Melin,Oscar Castillo
Publisher : CRC Press
Page : 262 pages
File Size : 52,7 Mb
Release : 2001-10-25
Category : Mathematics
ISBN : 9781420024524

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Modelling, Simulation and Control of Non-linear Dynamical Systems by Patricia Melin,Oscar Castillo Pdf

These authors use soft computing techniques and fractal theory in this new approach to mathematical modeling, simulation and control of complexion-linear dynamical systems. First, a new fuzzy-fractal approach to automated mathematical modeling of non-linear dynamical systems is presented. It is illustrated with examples on the PROLOG programming la

Author : Mostafa Ezziyyani
Publisher : Springer Nature
Page : 176 pages
File Size : 53,9 Mb
Release : 2020-02-05
Category : Technology & Engineering
ISBN : 9783030366773

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Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) by Mostafa Ezziyyani Pdf

In this book, the authors explore technological advances in the fields of multimedia processing and mathematical modeling by highlighting the latest research in this field, discussed at the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), held on July 08–11, 2019 in Marrakech, Morocco. In addition to advances in architectures, networking and system support tools for multimedia and hypermedia, the book examines the role of mathematical modeling as a tool for the standardization and formulation of design, management, decision-making and optimization problems, and presents various innovative works involving advanced intelligent systems based on appropriate mathematical modeling tools and techniques. The book is intended for all actors in the educational sector, namely students, professors, academic researchers and stakeholders whose work involves multimedia system development, design and applications. It constitutes an essential forum for the exchange of ideas, approaches, and innovative techniques between these actors concerning the development of and innovation in the field of education with the I4.0 revolution. The authors of each chapter report on the state of the art and present the outcomes of their own research, laboratory experiments, and successful applications. The purpose of the book is to combine the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the fields of multimedia system development, design and applications.

Author : Manoj Sahni,José M. Merigó,Brajesh Kumar Jha,Rajkumar Verma
Publisher : Springer Nature
Page : 544 pages
File Size : 51,9 Mb
Release : 2021-02-28
Category : Technology & Engineering
ISBN : 9789811599538

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Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy by Manoj Sahni,José M. Merigó,Brajesh Kumar Jha,Rajkumar Verma Pdf

This book presents new knowledge and recent developments in all aspects of computational techniques, mathematical modeling, energy systems, applications of fuzzy sets and intelligent computing. The book is a collection of best selected research papers presented at the International Conference on “Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy,” organized by the Department of Mathematics, Pandit Deendayal Petroleum University, in association with Forum for Interdisciplinary Mathematics, Institution of Engineers (IEI) – Gujarat and Computer Society of India (CSI) – Ahmedabad. The book provides innovative works of researchers, academicians and students in the area of interdisciplinary mathematics, statistics, computational intelligence and renewable energy.

Author : Igor Aleksander
Publisher : Unknown
Page : 176 pages
File Size : 48,9 Mb
Release : 1984
Category : Artificial intelligence
ISBN : UCAL:B4142316

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Designing Intelligent Systems by Igor Aleksander Pdf

Author : Oscar Castillo,Dipak Kumar Jana,Debasis Giri,Arif Ahmed
Publisher : Springer Nature
Page : 903 pages
File Size : 41,5 Mb
Release : 2020-01-31
Category : Technology & Engineering
ISBN : 9783030341527

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Recent Advances in Intelligent Information Systems and Applied Mathematics by Oscar Castillo,Dipak Kumar Jana,Debasis Giri,Arif Ahmed Pdf

This book describes the latest advances in intelligent techniques such as fuzzy logic, neural networks, and optimization algorithms, and their relevance in building intelligent information systems in combination with applied mathematics. The authors also outline the applications of these systems in areas like intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems. By sharing fresh ideas and identifying new targets/problems it offers young researchers and students new directions for their future research. The book is intended for readers from mathematics and computer science, in particular professors and students working on theory and applications of intelligent systems for real-world applications.