Soft Numerical Computing in Uncertain Dynamic Systems

Written By Tofigh Allahviranloo
Soft Numerical Computing in Uncertain Dynamic Systems
  • Publsiher : Academic Press
  • Release : 01 September 2020
  • ISBN : 0128229942
  • Pages : 388 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Soft Numerical Computing in Uncertain Dynamic Systems written by Tofigh Allahviranloo which was release on 01 September 2020, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Soft Numerical Computing in Uncertain Dynamic Systems is intended for system specialists interested in dynamic systems that operate at different time scales. The book discusses several types of errors and their propagation, covering numerical methods—including convergence and consistence properties and characteristics—and proving of related theorems within the setting of soft computing. Several types of uncertainty representation like interval, fuzzy, type 2 fuzzy, granular, and combined uncertain sets are discussed in detail. The book can be used by engineering students in control and finite element fields, as well as all engineering, applied mathematics, economics, and computer science students. One of the important topics in applied science is dynamic systems and their applications. The authors develop these models and deliver solutions with the aid of numerical methods. Since they are inherently uncertain, soft computations are of high relevance here. This is the reason behind investigating soft numerical computing in dynamic systems. If these systems are involved with complex-uncertain data, they will be more practical and important. Real-life problems work with this type of data and most of them cannot be solved exactly and easily—sometimes they are impossible to solve. Clearly, all the numerical methods need to consider error of approximation. Other important applied topics involving uncertain dynamic systems include image processing and pattern recognition, which can benefit from uncertain dynamic systems as well. In fact, the main objective is to determine the coefficients of a matrix that acts as the frame in the image. One of the effective methods exhibiting high accuracy is to use finite differences to fill the cells of the matrix. Explores dynamic models, how time is fundamental to the structure of the model and data, and how a process unfolds Investigates the dynamic relationships between multiple components of a system in modeling using mathematical models and the concept of stability in uncertain environments Exposes readers to many soft numerical methods to simulate the solution function’s behavior

Soft Numerical Computing in Uncertain Dynamic Systems

Soft Numerical Computing in Uncertain Dynamic Systems
  • Author : Tofigh Allahviranloo,Witold Pedrycz
  • Publisher : Academic Press
  • Release Date : 2020-09-01
  • Total pages : 388
  • ISBN : 0128229942
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Summary : Soft Numerical Computing in Uncertain Dynamic Systems is intended for system specialists interested in dynamic systems that operate at different time scales. The book discusses several types of errors and their propagation, covering numerical methods—including convergence and consistence properties and characteristics—and proving of related theorems within the setting ...

Soft Computing Approach for Mathematical Modeling of Engineering Problems

Soft Computing Approach for Mathematical Modeling of Engineering Problems
  • Author : Ali Ahmadian,Soheil Salahshour
  • Publisher : CRC Press
  • Release Date : 2021-09-03
  • Total pages : 222
  • ISBN : 0128229942
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Summary : This book describes different mathematical modeling and soft computing techniques used to solve practical engineering problems. It gives an overview of the current state of soft computing techniques and describes the advantages and disadvantages of soft computing compared to traditional hard computing techniques. Through examples and case studies the editors ...

Mathematical Methods in Interdisciplinary Sciences

Mathematical Methods in Interdisciplinary Sciences
  • Author : Snehashish Chakraverty
  • Publisher : John Wiley & Sons
  • Release Date : 2020-06-02
  • Total pages : 464
  • ISBN : 0128229942
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Summary : Brings mathematics to bear on your real-world, scientific problems Mathematical Methods in Interdisciplinary Sciences provides a practical and usable framework for bringing a mathematical approach to modelling real-life scientific and technological problems. The collection of chapters Dr. Snehashish Chakraverty has provided describe in detail how to bring mathematics, statistics, and ...

Soft Computing in Interdisciplinary Sciences

Soft Computing in Interdisciplinary Sciences
  • Author : S. Chakraverty
  • Publisher : Springer Nature
  • Release Date : 2022-05-18
  • Total pages : 212
  • ISBN : 0128229942
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Summary : Download or read online Soft Computing in Interdisciplinary Sciences written by S. Chakraverty, published by Springer Nature which was released on . Get Soft Computing in Interdisciplinary Sciences Books now! Available in PDF, ePub and Kindle....

Soft Computing Based Nonlinear Control Systems Design

Soft Computing Based Nonlinear Control Systems Design
  • Author : Singh, Uday Pratap,Tiwari, Akhilesh,Singh, Rajeev Kumar
  • Publisher : IGI Global
  • Release Date : 2018-02-09
  • Total pages : 388
  • ISBN : 0128229942
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Summary : A critical part of ensuring that systems are advancing alongside technology without complications is problem solving. Practical applications of problem-solving theories can model conflict and cooperation and aid in creating solutions to real-world problems. Soft-Computing-Based Nonlinear Control Systems Design is a critical scholarly publication that examines the practical applications of ...

Affine Arithmetic Based Solution of Uncertain Static and Dynamic Problems

Affine Arithmetic Based Solution of Uncertain Static and Dynamic Problems
  • Author : Snehashish Chakraverty,Saudamini Rout
  • Publisher : Morgan & Claypool Publishers
  • Release Date : 2020-04-01
  • Total pages : 170
  • ISBN : 0128229942
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Summary : Uncertainty is an inseparable component of almost every measurement and occurrence when dealing with real-world problems. Finding solutions to real-life problems in an uncertain environment is a difficult and challenging task. As such, this book addresses the solution of uncertain static and dynamic problems based on affine arithmetic approaches. Affine ...

Artificial Intelligence and Soft Computing

Artificial Intelligence and Soft Computing
  • Author : Leszek Rutkowski,Rafał Scherer,Marcin Korytkowski,Witold Pedrycz,Ryszard Tadeusiewicz,Jacek M. Zurada
  • Publisher : Springer
  • Release Date : 2019-05-27
  • Total pages : 688
  • ISBN : 0128229942
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Summary : The two-volume set LNCS 11508 and 11509 constitutes the refereed proceedings of of the 18th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2019, held in Zakopane, Poland, in June 2019. The 122 revised full papers presented were carefully reviewed and selected from 333 submissions. The papers included in the first volume are organized in ...

Analysis and Design of Intelligent Systems Using Soft Computing Techniques

Analysis and Design of Intelligent Systems Using Soft Computing Techniques
  • Author : Patricia Melin,Oscar Castillo,Eduardo G. Ramírez,Witold Pedrycz
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-06-05
  • Total pages : 855
  • ISBN : 0128229942
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Summary : This book comprises a selection of papers on new methods for analysis and design of hybrid intelligent systems using soft computing techniques from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007....

Recurrent Neural Networks and Soft Computing

Recurrent Neural Networks and Soft Computing
  • Author : Mahmoud ElHefnawi,Mohamed Mysara
  • Publisher : BoD – Books on Demand
  • Release Date : 2012-03-30
  • Total pages : 304
  • ISBN : 0128229942
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Summary : New applications in recurrent neural networks are covered by this book, which will be required reading in the field. Methodological tools covered include ranking indices for fuzzy numbers, a neuro-fuzzy digital filter and mapping graphs of parallel programmes. The scope of the techniques profiled in real-world applications is evident from ...

Soft Computing and Its Applications

Soft Computing and Its Applications
  • Author : R A Aliev,R R Aliev
  • Publisher : World Scientific Publishing Company
  • Release Date : 2001-09-06
  • Total pages : 460
  • ISBN : 0128229942
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Summary : The concept of soft computing is still in its initial stages of crystallization. Presently available books on soft computing are merely collections of chapters or articles about different aspects of the field. This book is the first to provide a systematic account of the major concepts and methodologies of soft ...

Handbook of Research on Novel Soft Computing Intelligent Algorithms

Handbook of Research on Novel Soft Computing Intelligent Algorithms
  • Author : Pandian Vasant
  • Publisher : IGI Global
  • Release Date : 2013-08-31
  • Total pages : 1004
  • ISBN : 0128229942
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Summary : "This book explores emerging technologies and best practices designed to effectively address concerns inherent in properly optimizing advanced systems, demonstrating applications in areas such as bio-engineering, space exploration, industrial informatics, information security, and nuclear and renewable energies"--Provided by publisher....

Soft Computing in Humanities and Social Sciences

Soft Computing in Humanities and Social Sciences
  • Author : Rudolf Seising,Veronica Sanz González
  • Publisher : Springer
  • Release Date : 2011-11-22
  • Total pages : 520
  • ISBN : 0128229942
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Summary : The field of Soft Computing in Humanities and Social Sciences is at a turning point. The strong distinction between “science” and “humanities” has been criticized from many fronts and, at the same time, an increasing cooperation between the so-called “hard sciences” and “soft sciences” is taking place in a wide ...

Nonparametric identification of nonlinear dynamic systems

Nonparametric identification of nonlinear dynamic systems
  • Author : Kenderi, Gábor
  • Publisher : KIT Scientific Publishing
  • Release Date : 2018-11-11
  • Total pages : 241
  • ISBN : 0128229942
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Summary : Download or read online Nonparametric identification of nonlinear dynamic systems written by Kenderi, Gábor, published by KIT Scientific Publishing which was released on 2018-11-11. Get Nonparametric identification of nonlinear dynamic systems Books now! Available in PDF, ePub and Kindle....

Soft Computing Models in Industrial and Environmental Applications

Soft Computing Models in Industrial and Environmental Applications
  • Author : Václav Snášel,Ajith Abraham,Emilio S. Corchado
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-08-23
  • Total pages : 548
  • ISBN : 0128229942
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Summary : This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2012, held in the beautiful and historic city of Ostrava (Czech Republic), in September 2012. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, ...

Soft Computing and its Applications in Business and Economics

Soft Computing and its Applications in Business and Economics
  • Author : Rafik Aziz Aliev,Bijan Fazlollahi,Rashad Rafik Aliev
  • Publisher : Springer
  • Release Date : 2012-08-10
  • Total pages : 446
  • ISBN : 0128229942
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Summary : "Soft Computing and its Applications in Business and Economics," or SC-BE for short, is a work whose importance is hard to exaggerate. Authored by leading contributors to soft computing and its applications, SC-BE is a sequel to an earlier book by Professors R. A. Aliev and R. R. Aliev, "Soft ...