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BOOK EXCERPT:
The aim of this book is to handle different application problems of science and engineering using expert Artificial Neural Network (ANN). As such, the book starts with basics of ANN along with different mathematical preliminaries with respect to algebraic equations. Then it addresses ANN based methods for solving different algebraic equations viz. polynomial equations, diophantine equations, transcendental equations, system of linear and nonlinear equations, eigenvalue problems etc. which are the basic equations to handle the application problems mentioned in the content of the book. Although there exist various methods to handle these problems, but sometimes those may be problem dependent and may fail to give a converge solution with particular discretization. Accordingly, ANN based methods have been addressed here to solve these problems. Detail ANN architecture with step by step procedure and algorithm have been included. Different example problems are solved with respect to various application and mathematical problems. Convergence plots and/or convergence tables of the solutions are depicted to show the efficacy of these methods. It is worth mentioning that various application problems viz. Bakery problem, Power electronics applications, Pole placement, Electrical Network Analysis, Structural engineering problem etc. have been solved using the ANN based methods.
Product Details :
Genre |
: Computers |
Author |
: Snehashish Chakraverty |
Publisher |
: World Scientific |
Release |
: 2021-01-26 |
File |
: 192 Pages |
ISBN-13 |
: 9789811230226 |
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BOOK EXCERPT:
The art of applying mathematics to real-world dynamical problems such as structural dynamics, fluid dynamics, wave dynamics, robot dynamics, etc. can be extremely challenging. Various aspects of mathematical modelling that may include deterministic or uncertain (fuzzy, interval, or stochastic) scenarios, along with integer or fractional order, are vital to understanding these dynamical systems. Mathematical Methods in Dynamical Systems offers problem-solving techniques and includes different analytical, semi-analytical, numerical, and machine intelligence methods for finding exact and/or approximate solutions of governing equations arising in dynamical systems. It provides a singular source of computationally efficient methods to investigate these systems and includes coverage of various industrial applications in a simple yet comprehensive way.
Product Details :
Genre |
: Mathematics |
Author |
: S. Chakraverty |
Publisher |
: CRC Press |
Release |
: 2023-05-19 |
File |
: 508 Pages |
ISBN-13 |
: 9781000833805 |
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BOOK EXCERPT:
Differential equations play a vital role in the fields of engineering and science. Problems in engineering and science can be modeled using ordinary or partial differential equations. Analytical solutions of differential equations may not be obtained easily, so numerical methods have been developed to handle them. Machine intelligence methods, such as Artificial Neural Networks (ANN), are being used to solve differential equations, and these methods are presented in Artificial Neural Networks for Engineers and Scientists: Solving Ordinary Differential Equations. This book shows how computation of differential equation becomes faster once the ANN model is properly developed and applied.
Product Details :
Genre |
: Mathematics |
Author |
: S. Chakraverty |
Publisher |
: CRC Press |
Release |
: 2017-07-20 |
File |
: 157 Pages |
ISBN-13 |
: 9781351651318 |
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BOOK EXCERPT:
These are the proceedings of the 26th International Conference on Domain Decomposition Methods in Science and Engineering, which was hosted by the Chinese University of Hong Kong and held online in December 2020. Domain decomposition methods are iterative methods for solving the often very large systems of equations that arise when engineering problems are discretized, frequently using finite elements or other modern techniques. These methods are specifically designed to make effective use of massively parallel, high-performance computing systems. The book presents both theoretical and computational advances in this domain, reflecting the state of art in 2020.
Product Details :
Genre |
: Mathematics |
Author |
: Susanne C. Brenner |
Publisher |
: Springer Nature |
Release |
: 2023-03-15 |
File |
: 778 Pages |
ISBN-13 |
: 9783030950255 |
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BOOK EXCERPT:
Fractional Order Systems and Applications in Engineering presents the use of fractional calculus (calculus of non-integer order) in the description and modelling of systems and in a range of control design and practical applications. The book covers the fundamentals of fractional calculus together with some analytical and numerical techniques, and provides MATLAB® codes for the simulation of fractional-order control (FOC) systems. The use of fractional calculus can improve and generalize well-established control methods and strategies. Many different FOC schemes are presented for control and dynamic systems problems. These extend to the challenging control engineering design problems of robust and nonlinear control. Practical material relating to a wide variety of applications including, among others, mechatronics, civil engineering, irrigation and water management, and biological systems is also provided. All the control schemes and applications are presented with either system simulation results or real experimental results, or both. Fractional Order Systems and Applications in Engineering introduces readers to the essentials of FOC and imbues them with a basic understanding of FOC concepts and methods. With this knowledge readers can extend their use of FOC in other industrial system applications, thereby expanding their range of disciplines by exploiting this versatile new set of control techniques. - Provides the most recent and up-to-date developments on the Fractional-order Systems and their analyzing process - Integrates recent advancements of modeling of real phenomena (on Fractional-order Systems) via different-different mathematical equations with demonstrated applications in numerous seemingly diverse and widespread fields of science and engineering - Provides readers with illustrative examples of how to use the presented theories of Fractional-order Systems in specific cases with associated MATLAB code
Product Details :
Genre |
: Science |
Author |
: Dumitru Baleanu |
Publisher |
: Academic Press |
Release |
: 2022-11-17 |
File |
: 392 Pages |
ISBN-13 |
: 9780323909549 |
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BOOK EXCERPT:
The ICANNGA series of Conferences has been organised since 1993 and has a long history of promoting the principles and understanding of computational intelligence paradigms within the scientific community and is a reference for established workers in this area. Starting in Innsbruck, in Austria (1993), then to Ales in Prance (1995), Norwich in England (1997), Portoroz in Slovenia (1999), Prague in the Czech Republic (2001) and finally Roanne, in France (2003), the ICANNGA series has established itself for experienced workers in the field. The series has also been of value to young researchers wishing both to extend their knowledge and experience and also to meet internationally renowned experts. The 2005 Conference, the seventh in the ICANNGA series, will take place at the University of Coimbra in Portugal, drawing on the experience of previous events, and following the same general model, combining technical sessions, including plenary lectures by renowned scientists, with tutorials.
Product Details :
Genre |
: Computers |
Author |
: Bernadete Ribeiro |
Publisher |
: Springer Science & Business Media |
Release |
: 2005-12-12 |
File |
: 561 Pages |
ISBN-13 |
: 9783211273890 |
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BOOK EXCERPT:
Scientific Computing with MATLAB®, Second Edition improves students’ ability to tackle mathematical problems. It helps students understand the mathematical background and find reliable and accurate solutions to mathematical problems with the use of MATLAB, avoiding the tedious and complex technical details of mathematics. This edition retains the structure of its predecessor while expanding and updating the content of each chapter. The book bridges the gap between problems and solutions through well-grouped topics and clear MATLAB example scripts and reproducible MATLAB-generated plots. Students can effortlessly experiment with the scripts for a deep, hands-on exploration. Each chapter also includes a set of problems to strengthen understanding of the material.
Product Details :
Genre |
: Mathematics |
Author |
: Dingyu Xue |
Publisher |
: CRC Press |
Release |
: 2018-09-03 |
File |
: 529 Pages |
ISBN-13 |
: 9781498757829 |
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BOOK EXCERPT:
"This book provides the reader with basic concepts for soft computing and other methods for various means of uncertainty in handling solutions, analysis, and applications"--Provided by publisher.
Product Details :
Genre |
: Mathematics |
Author |
: Chakraverty, S. |
Publisher |
: IGI Global |
Release |
: 2014-01-31 |
File |
: 442 Pages |
ISBN-13 |
: 9781466649927 |
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BOOK EXCERPT:
The International Conference of Computational Methods in Sciences and Engineering (ICCMSE) is unique in its kind. It regroups original contributions from all fields of the traditional Sciences, Mathematics, Physics, Chemistry, Biology, Medicine and all branches of Engineering. The aim of the conference is to bring together computational scientists from several disciplines in order to share methods and ideas. More than 370 extended abstracts have been submitted for consideration for presentation in ICCMSE 2004. From these, 289 extended abstracts have been selected after international peer review by at least two independent reviewers.
Product Details :
Genre |
: Computers |
Author |
: Theodore Simos |
Publisher |
: CRC Press |
Release |
: 2019-04-29 |
File |
: 1219 Pages |
ISBN-13 |
: 9781482284201 |
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BOOK EXCERPT:
Product Details :
Genre |
: Electronic apparatus and appliances |
Author |
: |
Publisher |
: |
Release |
: 1991 |
File |
: 526 Pages |
ISBN-13 |
: UOM:39015023321741 |