Applied Computational Intelligence And Soft Computing In Engineering

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Applied Computational Intelligence and Soft Computing in Engineering

Khalid, Saifullah
Applied Computational Intelligence and Soft Computing in Engineering Book PDF

Author : Khalid, Saifullah
Publisher : IGI Global
Page : 340 pages
File Size : 50,9 Mb
Release : 2017-09-13
Category : Computers
ISBN : 9781522531302

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Applied Computational Intelligence and Soft Computing in Engineering by Khalid, Saifullah Pdf

Although computational intelligence and soft computing are both well-known fields, using computational intelligence and soft computing in conjunction is an emerging concept. This combination can effectively be used in practical areas of various fields of research. Applied Computational Intelligence and Soft Computing in Engineering is an essential reference work featuring the latest scholarly research on the concepts, paradigms, and algorithms of computational intelligence and its constituent methodologies such as evolutionary computation, neural networks, and fuzzy logic. Including coverage on a broad range of topics and perspectives such as cloud computing, sampling in optimization, and swarm intelligence, this publication is ideally designed for engineers, academicians, technology developers, researchers, and students seeking current research on the benefits of applying computation intelligence techniques to engineering and technology.

Soft Computing

Devendra K. Chaturvedi
Soft Computing Book PDF

Author : Devendra K. Chaturvedi
Publisher : Springer
Page : 612 pages
File Size : 51,5 Mb
Release : 2008-07-20
Category : Computers
ISBN : 9783540774815

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Soft Computing by Devendra K. Chaturvedi Pdf

This book is an introduction to some new fields in soft computing with its principal components of fuzzy logic, ANN and EA. The approach in this book is to provide an understanding of the soft computing field and to work through soft computing using examples. It also aims to integrate pseudo-code operational summaries and Matlab codes, to present computer simulation, to include real world applications and to highlight the distinctive work of human consciousness in machine.

Soft Computing Techniques and Applications in Mechanical Engineering

Ram, Mangey,Davim, J. Paulo
Soft Computing Techniques and Applications in Mechanical Engineering Book PDF

Author : Ram, Mangey,Davim, J. Paulo
Publisher : IGI Global
Page : 336 pages
File Size : 40,6 Mb
Release : 2017-12-29
Category : Technology & Engineering
ISBN : 9781522530367

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Soft Computing Techniques and Applications in Mechanical Engineering by Ram, Mangey,Davim, J. Paulo Pdf

The evolution of soft computing applications has offered a multitude of methodologies and techniques that are useful in facilitating new ways to address practical and real scenarios in a variety of fields. In particular, these concepts have created significant developments in the engineering field. Soft Computing Techniques and Applications in Mechanical Engineering is a pivotal reference source for the latest research findings on a comprehensive range of soft computing techniques applied in various fields of mechanical engineering. Featuring extensive coverage on relevant areas such as thermodynamics, fuzzy computing, and computational intelligence, this publication is an ideal resource for students, engineers, research scientists, and academicians involved in soft computing techniques and applications in mechanical engineering areas.

Developing Concepts in Applied Intelligence

Kishan G. Mehrotra,Chilukuri Mohan,Jae C. Oh,Pramod K. Varshney,Moonis Ali
Developing Concepts in Applied Intelligence Book PDF

Author : Kishan G. Mehrotra,Chilukuri Mohan,Jae C. Oh,Pramod K. Varshney,Moonis Ali
Publisher : Springer
Page : 129 pages
File Size : 46,6 Mb
Release : 2011-06-10
Category : Technology & Engineering
ISBN : 9783642213328

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Developing Concepts in Applied Intelligence by Kishan G. Mehrotra,Chilukuri Mohan,Jae C. Oh,Pramod K. Varshney,Moonis Ali Pdf

The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligence – quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life science, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems and hybrid intelligent systems. Critical to both contributors and readers are the short publication time and world-wide distribution – this permits a rapid and broad dissemination of research results. The field of “Artificial Intelligence” developed important concepts for simulating human intelligence. Its sister field, “Applied Intelligence”, has focused on techniques for developing intelligent systems for solving real life problems in all disciplines including science, social science, art, engineering, and finance. The objective of the International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE) is to promote and disseminate research in Applied Intelligence. It seeks quality papers on a wide range of topics in applied intelligence that are employed in developing intelligent systems for solving real life problems in all disciplines. Every year this conference brings together scientists, engineers and practitioners, who work on designing and developing applications that use intelligent techniques or work on intelligent techniques and apply them to application domains. The book is comprised of seventeen chapters providing up-to-date and state-of-the-art research on the applications of applied Intelligence techniques.

Handbook of Research on Computational Intelligence for Engineering, Science, and Business

Bhattacharyya, Siddhartha
Handbook of Research on Computational Intelligence for Engineering Science and Business Book PDF

Author : Bhattacharyya, Siddhartha
Publisher : IGI Global
Page : 535 pages
File Size : 54,9 Mb
Release : 2012-11-30
Category : Computers
ISBN : 9781466625198

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Handbook of Research on Computational Intelligence for Engineering, Science, and Business by Bhattacharyya, Siddhartha Pdf

Using the same strategy for the needs of image processing and pattern recognition, scientists and researchers have turned to computational intelligence for better research throughputs and end results applied towards engineering, science, business and financial applications. Handbook of Research on Computational Intelligence for Engineering, Science, and Business discusses the computation intelligence approaches, initiatives and applications in the engineering, science and business fields. This reference aims to highlight computational intelligence as no longer limited to computing-related disciplines and can be applied to any effort which handles complex and meaningful information.

Soft Computing in Interdisciplinary Sciences

S. Chakraverty
Soft Computing in Interdisciplinary Sciences Book PDF

Author : S. Chakraverty
Publisher : Springer Nature
Page : 264 pages
File Size : 44,8 Mb
Release : 2021-11-01
Category : Technology & Engineering
ISBN : 9789811647130

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Soft Computing in Interdisciplinary Sciences by S. Chakraverty Pdf

This book meets the present and future needs for the interaction between various science and technology/engineering areas on the one hand and different branches of soft computing on the other. Soft computing is the recent development about the computing methods which include fuzzy set theory/logic, evolutionary computation (EC), probabilistic reasoning, artificial neural networks, machine learning, expert systems, etc. Soft computing refers to a partnership of computational techniques in computer science, artificial intelligence, machine learning, and some other engineering disciplines, which attempt to study, model, and analyze complex problems from different interdisciplinary problems. This, as opposed to traditional computing, deals with approximate models and gives solutions to complex real-life problems. Unlike hard computing, soft computing is tolerant of imprecision, uncertainty, partial truth, and approximations. Interdisciplinary sciences include various challenging problems of science and engineering. Recent developments in soft computing are the bridge to handle different interdisciplinary science and engineering problems. In recent years, the correspondingly increased dialog between these disciplines has led to this new book. This is done, firstly, by encouraging the ways that soft computing may be applied in traditional areas, as well as point towards new and innovative areas of applications and secondly, by encouraging other scientific disciplines to engage in a dialog with the above computation algorithms outlining their problems to both access new methods as well as to suggest innovative developments within itself.

Intelligent and Soft Computing in Infrastructure Systems Engineering

Kasthurirangan Gopalakrishnan,Halil Ceylan,Nii O. Attoh-Okine
Intelligent and Soft Computing in Infrastructure Systems Engineering Book PDF

Author : Kasthurirangan Gopalakrishnan,Halil Ceylan,Nii O. Attoh-Okine
Publisher : Springer
Page : 0 pages
File Size : 52,8 Mb
Release : 2012-03-14
Category : Computers
ISBN : 3642261507

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Intelligent and Soft Computing in Infrastructure Systems Engineering by Kasthurirangan Gopalakrishnan,Halil Ceylan,Nii O. Attoh-Okine Pdf

The term “soft computing” applies to variants of and combinations under the four broad categories of evolutionary computing, neural networks, fuzzy logic, and Bayesian statistics. Although each one has its separate strengths, the complem- tary nature of these techniques when used in combination (hybrid) makes them a powerful alternative for solving complex problems where conventional mat- matical methods fail. The use of intelligent and soft computing techniques in the field of geo- chanical and pavement engineering has steadily increased over the past decade owing to their ability to admit approximate reasoning, imprecision, uncertainty and partial truth. Since real-life infrastructure engineering decisions are made in ambiguous environments that require human expertise, the application of soft computing techniques has been an attractive option in pavement and geomecha- cal modeling. The objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geo- chanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm intelligence, probabilistic modeling, kernel machines, knowledge discovery and data mining, neuro-fuzzy systems and hybrid approaches. Highlighted application areas include infrastructure materials modeling, pavement analysis and design, rapid interpre- tion of nondestructive testing results, porous asphalt concrete distress modeling, model parameter identification, pavement engineering inversion problems, s- grade soils characterization, and backcalculation of pavement layer thickness and moduli.

Computational Intelligence for Decision Support in Cyber-Physical Systems

Zeashan H Khan,A. B. M. Shawkat Ali,Zahid Riaz
Computational Intelligence for Decision Support in Cyber Physical Systems Book PDF

Author : Zeashan H Khan,A. B. M. Shawkat Ali,Zahid Riaz
Publisher : Springer
Page : 463 pages
File Size : 50,6 Mb
Release : 2014-02-18
Category : Technology & Engineering
ISBN : 9789814585361

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Computational Intelligence for Decision Support in Cyber-Physical Systems by Zeashan H Khan,A. B. M. Shawkat Ali,Zahid Riaz Pdf

This book is dedicated to applied computational intelligence and soft computing techniques with special reference to decision support in Cyber Physical Systems (CPS), where the physical as well as the communication segment of the networked entities interact with each other. The joint dynamics of such systems result in a complex combination of computers, software, networks and physical processes all combined to establish a process flow at system level. This volume provides the audience with an in-depth vision about how to ensure dependability, safety, security and efficiency in real time by making use of computational intelligence in various CPS applications ranging from the nano-world to large scale wide area systems of systems. Key application areas include healthcare, transportation, energy, process control and robotics where intelligent decision support has key significance in establishing dynamic, ever-changing and high confidence future technologies. A recommended text for graduate students and researchers working on the applications of computational intelligence methods in CPS.

Software Engineering with Computational Intelligence

Jonathan Lee
Software Engineering with Computational Intelligence Book PDF

Author : Jonathan Lee
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 44,8 Mb
Release : 2003-03-19
Category : Computers
ISBN : 3540004726

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Software Engineering with Computational Intelligence by Jonathan Lee Pdf

This edited book invites the reader to explore how the latest technologies developed in computational intelligence can be extended and applied to software engineering. Leading experts demonstrate how this recent confluence of software engineering and computational intelligence provides a powerful tool to address the increasing demand for complex applications in diversified areas, the ever-increasing complexity and size of software systems, and the inherently imperfect nature of the information. The presented treatments to software modeling and formal analysis permit the extension of computational intelligence to various phases in software life cycles, such as managing fuzziness resident in the requirements, coping with fuzzy objects and imprecise knowledge, and handling uncertainty encountered in quality prediction.

Computational Intelligence and Soft Computing Applications in Healthcare Management Science

Gul, Muhammet,Celik, Erkan,Mete, Suleyman,Serin, Faruk
Computational Intelligence and Soft Computing Applications in Healthcare Management Science Book PDF

Author : Gul, Muhammet,Celik, Erkan,Mete, Suleyman,Serin, Faruk
Publisher : IGI Global
Page : 322 pages
File Size : 53,5 Mb
Release : 2020-03-06
Category : Medical
ISBN : 9781799825821

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Computational Intelligence and Soft Computing Applications in Healthcare Management Science by Gul, Muhammet,Celik, Erkan,Mete, Suleyman,Serin, Faruk Pdf

In today’s modernized world, the field of healthcare has seen significant practical innovations with the implementation of computational intelligence approaches and soft computing methods. These two concepts present various solutions to complex scientific problems and imperfect data issues. This has made both very popular in the medical profession. There are still various areas to be studied and improved by these two schemes as healthcare practices continue to develop. Computational Intelligence and Soft Computing Applications in Healthcare Management Science is an essential reference source that discusses the implementation of soft computing techniques and computational methods in the various components of healthcare, telemedicine, and public health. Featuring research on topics such as analytical modeling, neural networks, and fuzzy logic, this book is ideally designed for software engineers, information scientists, medical professionals, researchers, developers, educators, academicians, and students.

Applied Computational Intelligence and Mathematical Methods

Radek Silhavy,Petr Silhavy,Zdenka Prokopova
Applied Computational Intelligence and Mathematical Methods Book PDF

Author : Radek Silhavy,Petr Silhavy,Zdenka Prokopova
Publisher : Springer
Page : 394 pages
File Size : 48,9 Mb
Release : 2017-09-04
Category : Technology & Engineering
ISBN : 9783319676210

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Applied Computational Intelligence and Mathematical Methods by Radek Silhavy,Petr Silhavy,Zdenka Prokopova Pdf

The book discusses real-world problems and exploratory research in computational intelligence and mathematical models. It brings new approaches and methods to real-world problems and exploratory research that describes novel approaches in the mathematical methods, computational intelligence methods and software engineering in the scope of the intelligent systems. This book constitutes the refereed proceedings of the Computational Methods in Systems and Software 2017, a conference that provided an international forum for the discussion of the latest high-quality research results in all areas related to computational methods, statistics, cybernetics and software engineering.

Applied Computational Intelligence

Da Ruan
Applied Computational Intelligence Book PDF

Author : Da Ruan
Publisher : World Scientific
Page : 709 pages
File Size : 48,6 Mb
Release : 2004
Category : Computers
ISBN : 9789812702661

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Applied Computational Intelligence by Da Ruan Pdf

FLINS, originally an acronym for OC Fuzzy Logic and Intelligent technologies in Nuclear ScienceOCO, has now been extended to include computational intelligent systems for applied research. FLINS 2004, is the sixth in a series of international conferences, covers state-of-the-art research and development in applied computational intelligence for applied research in general and for power/nuclear engineering in particular. This book presents the latest research trends and future research directions in the field. The proceedings have been selected for coverage in: . OCo Index to Scientific & Technical Proceedings- (ISTP / ISI Proceedings). OCo Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings). OCo CC Proceedings OCo Engineering & Physical Sciences."

Engineering Applications of Soft Computing

Margarita-Arimatea Díaz-Cortés,Erik Cuevas,Raúl Rojas
Engineering Applications of Soft Computing Book PDF

Author : Margarita-Arimatea Díaz-Cortés,Erik Cuevas,Raúl Rojas
Publisher : Springer
Page : 258 pages
File Size : 55,7 Mb
Release : 2017-04-26
Category : Technology & Engineering
ISBN : 9783319578132

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Engineering Applications of Soft Computing by Margarita-Arimatea Díaz-Cortés,Erik Cuevas,Raúl Rojas Pdf

This book bridges the gap between Soft Computing techniques and their applications to complex engineering problems. In each chapter we endeavor to explain the basic ideas behind the proposed applications in an accessible format for readers who may not possess a background in some of the fields. Therefore, engineers or practitioners who are not familiar with Soft Computing methods will appreciate that the techniques discussed go beyond simple theoretical tools, since they have been adapted to solve significant problems that commonly arise in such areas. At the same time, the book will show members of the Soft Computing community how engineering problems are now being solved and handled with the help of intelligent approaches. Highlighting new applications and implementations of Soft Computing approaches in various engineering contexts, the book is divided into 12 chapters. Further, it has been structured so that each chapter can be read independently of the others.

Applications of Computational Intelligence in Multi-Disciplinary Research

Ahmed A. Elngar,Rajdeep Chowdhury,Mohamed Elhoseny,Valentina Emilia Balas
Applications of Computational Intelligence in Multi Disciplinary Research Book PDF

Author : Ahmed A. Elngar,Rajdeep Chowdhury,Mohamed Elhoseny,Valentina Emilia Balas
Publisher : Academic Press
Page : 222 pages
File Size : 47,5 Mb
Release : 2022-02-14
Category : Science
ISBN : 9780128241769

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Applications of Computational Intelligence in Multi-Disciplinary Research by Ahmed A. Elngar,Rajdeep Chowdhury,Mohamed Elhoseny,Valentina Emilia Balas Pdf

Applications of Computational Intelligence in Multi-Disciplinary Research provides the readers with a comprehensive handbook for applying the powerful principles, concepts, and algorithms of computational intelligence to a wide spectrum of research cases. The book covers the main approaches used in computational intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods, all of which can be collectively viewed as soft computing. Other key approaches included are swarm intelligence and artificial immune systems. These approaches provide researchers with powerful tools for analysis and problem-solving when data is incomplete and when the problem under consideration is too complex for standard mathematics and the crisp logic approach of Boolean computing. Provides an overview of the key methods of computational intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods Includes case studies and real-world examples of computational intelligence applied in a variety of research topics, including bioinformatics, biomedical engineering, big data analytics, information security, signal processing, machine learning, nanotechnology, and optimization techniques Presents a thorough technical explanation on how computational intelligence is applied that is suitable for a wide range of multidisciplinary and interdisciplinary research

Advances in Artificial Intelligence and Applied Cognitive Computing

Hamid R. Arabnia,Ken Ferens,David de la Fuente,Elena B. Kozerenko,José Angel Olivas Varela,Fernando G. Tinetti
Advances in Artificial Intelligence and Applied Cognitive Computing Book PDF

Author : Hamid R. Arabnia,Ken Ferens,David de la Fuente,Elena B. Kozerenko,José Angel Olivas Varela,Fernando G. Tinetti
Publisher : Springer Nature
Page : 1152 pages
File Size : 48,6 Mb
Release : 2021-10-14
Category : Technology & Engineering
ISBN : 9783030702960

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Advances in Artificial Intelligence and Applied Cognitive Computing by Hamid R. Arabnia,Ken Ferens,David de la Fuente,Elena B. Kozerenko,José Angel Olivas Varela,Fernando G. Tinetti Pdf

The book presents the proceedings of two conferences: The 22nd International Conference on Artificial Intelligence (ICAI’20) and The 4th International Conference on Applied Cognitive Computing (ACC’20). The conferences took place in Las Vegas, NV, USA, July 27-30, 2020, and are part of the larger 2020 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'20), which features 20 major tracks. Topics include: deep learning; neural networks; brain models; cognitive science; natural language processing; fuzzy logic and soft computing (ICAI) and novel computationally intelligent algorithms; bio inspired cognitive algorithms; modeling human brain processing systems (ACC); and more. Authors include academics, researchers, and professionals. Presents the proceedings of two conferences as part of the 2020 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'20); Includes the tracks: artificial intelligence and applied cognitive computing; Features papers from the 22nd International Conference on AI (ICAI’20) and the 4th International Conference on Applied Cognitive Computing (ACC’20).