Flexible Neuro Fuzzy Systems

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Flexible Neuro Fuzzy Systems

Author : Leszek Rutkowski
ISBN : 9781402080432
Genre : Computers
File Size : 37.35 MB
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Flexible Neuro-Fuzzy Systems is the first professional literature about the new class of powerful, flexible fuzzy systems. The author incorporates various flexibility parameters to the construction of neuro-fuzzy systems. This approach dramatically improves their performance, allowing the systems to perfectly represent the pattern encoded in data. Flexible Neuro-Fuzzy Systems is the only book that proposes a flexible approach to fuzzy modeling and fills the gap in existing literature. This book introduces new fuzzy systems which outperform previous approaches to system modeling and classification, and has the following features: -Provides a framework for unification, construction and development of neuro-fuzzy systems; -Presents complete algorithms in a systematic and structured fashion, facilitating understanding and implementation, -Covers not only advanced topics but also fundamentals of fuzzy sets, -Includes problems and exercises following each chapter, -Illustrates the results on a wide variety of simulations, -Provides tools for possible applications in business and economics, medicine and bioengineering, automatic control, robotics and civil engineering.
Category: Computers

Fuzzy Logic Theory And Applications

Author : Lotfi A Zadeh
ISBN : 9789813238190
Genre : Computers
File Size : 52.67 MB
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Nowadays, voluminous textbooks and monographs in fuzzy logic are devoted only to separate or some combination of separate facets of fuzzy logic. There is a lack of a single book that presents a comprehensive and self-contained theory of fuzzy logic and its applications. Written by world renowned authors, Lofti Zadeh, also known as the Father of Fuzzy Logic, and Rafik Aliev, who are pioneers in fuzzy logic and fuzzy sets, this unique compendium includes all the principal facets of fuzzy logic such as logical, fuzzy-set-theoretic, epistemic and relational. Theoretical problems are prominently illustrated and illuminated by numerous carefully worked-out and thought-through examples. This invaluable volume will be a useful reference guide for academics, practitioners, graduates and undergraduates in fuzzy logic and its applications.
Category: Computers

Artificial Intelligence And Soft Computing Icaisc 2006

Author : Leszek Rutkowski
ISBN : 9783540357506
Genre : Computers
File Size : 20.74 MB
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This book constitutes the refereed proceedings of the 8th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2006, held in Zakopane, Poland, in June 2006. The 128 revised contributed papers presented are organized in topical sections on neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, rough sets, classification and clustering, image analysis and robotics, bioinformatics and medical applications, various problems of artificial intelligence.
Category: Computers

Computational Intelligence

Author : Leszek Rutkowski
ISBN : 9783540762874
Genre : Mathematics
File Size : 84.76 MB
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This quite simply superb book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. These techniques are today commonly applied to issues of artificial intelligence. The book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next up, various neural network architectures are presented and their learning algorithms are derived. Then, the family of evolutionary algorithms is discussed, including connections between these techniques and neural networks and fuzzy systems. Finally, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared.
Category: Mathematics

Manufacturing Science And Technology Iii

Author : Rajagopal Sivakumar
ISBN : 9783038139447
Genre : Technology & Engineering
File Size : 51.14 MB
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The collection includes selected, peer-reviewed papers from the 2012 3rd International Conference on Manufacturing Science and Technology (ICMST 2012) held August 18-19, 2012 in New Delhi, India. The 377 peer reviewed papers are grouped into the following chapters: Chapter 1: Optimization and ?omputational Techniques in Materials and Manufacturing, Chapter 2: Development of Novel Materials and their Characterization, Chapter 3: Advances in Welding Technology, Chapter 4: Advances in Tool-Chip Technology, Machining and Surface Roughness, Chapter 5: Advances in Various Manufacturing Processes and Technology, Chapter 6: Product and Material Development, Design and Processing, Chapter 7: Analysis, Modelling and Simulation Techniques in Manufacturing Processes, Chapter 8: Materials Science and Technology, Chapter 9: Nanotechnology and Nanocomposites in Manufacturing, Chapter 10: Energy, Green Materials and Technologies, Engines, Wind and Hybrid Power Systems, Chapter 11: Manufacturing and Processing of Reinforced and Metal Matrix Composites, Chapter 12: Inspection and Control Systems, Testing, Instrumentation and Measurement, Chapter 13: Materials Thermal Effects and Thermal Systems in Manufacturing, Chapter 14: Researches in Environmental, Geology Science and Sustainable Systems, Chapter 15: Advances in Research of Biotechnology, Chapter 16: Miscellaneous Topics.
Category: Technology & Engineering


Author :
ISBN : UOM:39015058884159
Genre : Computer software
File Size : 71.2 MB
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Category: Computer software

Computational Science Iccs 2001

Author : Vassil N. Alexandrov
ISBN : 9783540457183
Genre : Computers
File Size : 78.52 MB
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LNCS volumes 2073 and 2074 contain the proceedings of the International Conference on Computational Science, ICCS 2001, held in San Francisco, California, May 27-31, 2001. The two volumes consist of more than 230 contributed and invited papers that reflect the aims of the conference to bring together researchers and scientists from mathematics and computer science as basic computing disciplines, researchers from various application areas who are pioneering advanced application of computational methods to sciences such as physics, chemistry, life sciences, and engineering, arts and humanitarian fields, along with software developers and vendors, to discuss problems and solutions in the area, to identify new issues, and to shape future directions for research, as well as to help industrial users apply various advanced computational techniques.
Category: Computers

Innovations In Computing Sciences And Software Engineering

Author : Tarek Sobh
ISBN : 9048191122
Genre : Computers
File Size : 80.37 MB
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Innovations in Computing Sciences and Software Engineering includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Software Engineering, Computer Engineering, and Systems Engineering and Sciences. Topics Covered: •Image and Pattern Recognition: Compression, Image processing, Signal Processing Architectures, Signal Processing for Communication, Signal Processing Implementation, Speech Compression, and Video Coding Architectures. •Languages and Systems: Algorithms, Databases, Embedded Systems and Applications, File Systems and I/O, Geographical Information Systems, Kernel and OS Structures, Knowledge Based Systems, Modeling and Simulation, Object Based Software Engineering, Programming Languages, and Programming Models and tools. •Parallel Processing: Distributed Scheduling, Multiprocessing, Real-time Systems, Simulation Modeling and Development, and Web Applications. •Signal and Image Processing: Content Based Video Retrieval, Character Recognition, Incremental Learning for Speech Recognition, Signal Processing Theory and Methods, and Vision-based Monitoring Systems. •Software and Systems: Activity-Based Software Estimation, Algorithms, Genetic Algorithms, Information Systems Security, Programming Languages, Software Protection Techniques, Software Protection Techniques, and User Interfaces. •Distributed Processing: Asynchronous Message Passing System, Heterogeneous Software Environments, Mobile Ad Hoc Networks, Resource Allocation, and Sensor Networks. •New trends in computing: Computers for People of Special Needs, Fuzzy Inference, Human Computer Interaction, Incremental Learning, Internet-based Computing Models, Machine Intelligence, Natural Language.
Category: Computers

Neuro Fuzzy Control Of Industrial Systems With Actuator Nonlinearities

Author : Frank L. Lewis
ISBN : 9780898715057
Genre : Technology & Engineering
File Size : 66.29 MB
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Brings neural networks and fuzzy logic together with dynamical control systems. Each chapter presents powerful control approaches for the design of intelligent controllers to compensate for actuator nonlinearities.
Category: Technology & Engineering

Fuzzy Systems Engineering

Author : Nadia Nedjah
ISBN : 354025322X
Genre : Computers
File Size : 81.91 MB
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This book is devoted to reporting innovative and significant progress in fuzzy system engineering. Given the maturation of fuzzy logic, this book is dedicated to exploring the recent breakthroughs in fuzziness and soft computing in favour of intelligent system engineering. This monograph presents novel developments of the fuzzy theory as well as interesting applications of the fuzzy logic exploiting the theory to engineer intelligent systems.
Category: Computers

Soft Computing And Its Applications

Author : Rafik Aziz ogly Aliev
ISBN : 9810247001
Genre : Computers
File Size : 54.60 MB
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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 computing, presenting a unified framework that makes the subject more accessible to students and practitioners. Particularly worthy of note is the inclusion of a wealth of information about neuro-fuzzy, neuro-genetic, fuzzy-genetic and neuro-fuzzy-genetic systems, with many illuminating applications and examples.
Category: Computers

Intelligent And Soft Computing In Infrastructure Systems Engineering

Author : Kasthurirangan Gopalakrishnan
ISBN : 9783642045851
Genre : Computers
File Size : 21.15 MB
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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.
Category: Computers

Intelligent Information And Database Systems

Author : Manh Thanh Le
ISBN : 9783642121005
Genre : Computers
File Size : 58.22 MB
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The 2010 Asian Conference on Intelligent Information and Database Systems (ACIIDS) was the second event of the series of international scientific conferences for research and applications in the field of intelligent information and database systems. The aim of ACIIDS 2010 was to provide an international forum for scientific research in the technologies and applications of intelligent information, database systems and their applications. ACIIDS 2010 was co-organized by Hue University (Vietnam) and Wroclaw University of Technology (Poland) and took place in Hue city (Vietnam) during March 24–26, 2010. We received almost 330 papers from 35 countries. Each paper was peer reviewed by at least two members of the International Program Committee and International Reviewer Board. Only 96 best papers were selected for oral presentation and publi- tion in the two volumes of the ACIIDS 2010 proceedings. The papers included in the proceedings cover the following topics: artificial social systems, case studies and reports on deployments, collaborative learning, collaborative systems and applications, data warehousing and data mining, database management technologies, database models and query languages, database security and integrity,- business, e-commerce, e-finance, e-learning systems, information modeling and - quirements engineering, information retrieval systems, intelligent agents and mul- agent systems, intelligent information systems, intelligent internet systems, intelligent optimization techniques, object-relational DBMS, ontologies and information sharing, semi-structured and XML database systems, unified modeling language and unified processes, Web services and Semantic Web, computer networks and communication systems.
Category: Computers

Fuzzy And Neuro Fuzzy Systems In Medicine

Author : Horia-Nicolai L Teodorescu
ISBN : 0849398061
Genre : Medical
File Size : 65.33 MB
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Fuzzy and Neuro-Fuzzy Systems in Medicineprovides a thorough review of state-of-the-art techniques and practices, defines and explains relevant problems, as well as provides solutions to these problems. After an introduction, the book progresses from one topic to another - with a linear development from fundamentals to applications. Chapters discuss: a historical perspective of fuzzy systems technology and neuro-fuzzy systems technology in medicine and biology the relationship of fuzzy logic to the human brain analysis and classification of signals using fuzzy, neuro-fuzzy, and wavelet methods wavelet analysis combined with neuro-fuzzy systems in contouring gated SPECT images of ventricles a detailed application based on a knowledge-based system that uses fuzzy techniques, multispectral analysis, and image processing algorithms applications in the field of dentistry a dedicated system for myocardial ischemia diagnosis a typical expert system used in intensive care units designing and tuning fuzzy rules for medical diagnosis knowledge processing, decision-making, and control strategies combined with control methods in medical equipment current technological problems and trends in the neural and fuzzy hardware implementation field The well-balanced chapters cover all the major fields in medicine and biomedical engineering, including imaging, prosthetics, psychology, medical equipment, diagnosis, and treatment.
Category: Medical

Computational Intelligence For Modelling And Prediction

Author : Saman K. Halgamuge
ISBN : 3540260714
Genre : Mathematics
File Size : 88.73 MB
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The application of Computational Intelligence in emerging research areas such as Granular Computing, Mechatronics, and Bioinformatics shows its usefulness often emphasized by Prof Lotfi Zadeh, the inventor of fuzzy logic and many others. This book contains recent advances in Computational Intelligence methods for modeling, optimization and prediction and covers a large number of applications. The book presents new Computational Intelligence theory and methods for modeling and prediction. The range of the various applications is captured with 5 chapters in image processing, 2 chapters in audio processing, 3 chapters in commerce and finance, 2 chapters in communication networks and 6 chapters containing other applications.
Category: Mathematics

Fuzzy Systems And Knowledge Discovery

Author : Lipo Wang
ISBN : 9783540318309
Genre : Computers
File Size : 54.76 MB
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This book and its sister volume, LNAI 3613 and 3614, constitute the proce- ings of the Second International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2005), jointly held with the First International Conference on Natural Computation (ICNC 2005, LNCS 3610, 3611, and 3612) from - gust 27–29, 2005 in Changsha, Hunan, China. FSKD 2005 successfully attracted 1249 submissions from 32 countries/regions (the joint ICNC-FSKD 2005 received 3136 submissions). After rigorous reviews, 333 high-quality papers, i. e. , 206 long papers and 127 short papers, were included in the FSKD 2005 proceedings, r- resenting an acceptance rate of 26. 7%. The ICNC-FSKD 2005 conference featured the most up-to-date research - sults in computational algorithms inspired from nature, including biological, e- logical, and physical systems. It is an exciting and emerging interdisciplinary area in which a wide range of techniques and methods are being studied for dealing with large, complex, and dynamic problems. The joint conferences also promoted cross-fertilization over these exciting and yet closely-related areas, which had a signi?cant impact on the advancement of these important technologies. Speci?c areas included computation with words, fuzzy computation, granular com- tation, neural computation, quantum computation, evolutionary computation, DNA computation, chemical computation, information processing in cells and tissues, molecular computation, arti?cial life, swarm intelligence, ants colony, arti?cial immune systems, etc. , with innovative applications to knowledge d- covery, ?nance, operations research, and more.
Category: Computers

Advances In Neural Networks Isnn 2005

Author : Jun Wang
ISBN : 9783540259145
Genre : Computers
File Size : 53.87 MB
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This book and its sister volumes constitute the proceedings of the 2nd International Symposium on Neural Networks (ISNN 2005). ISNN 2005 was held in the beautiful mountain city Chongqing by the upper Yangtze River in southwestern China during May 30-June 1, 2005, as a sequel of ISNN 2004 successfully held in Dalian, China. ISNN emerged as a leading conference on neural computation in the region with - creasing global recognition and impact. ISNN 2005 received 1425 submissions from authors on ?ve continents (Asia, Europe, North America, South America, and Oc- nia), 33 countries and regions (Mainland China, Hong Kong, Macao, Taiwan, South Korea, Japan, Singapore, Thailand, India, Nepal, Iran, Qatar, United Arab Emirates, Turkey, Lithuania, Hungary, Poland, Austria, Switzerland, Germany, France, Sweden, Norway, Spain, Portugal, UK, USA, Canada, Venezuela, Brazil, Chile, Australia, and New Zealand). Based on rigorous reviews, 483 high-quality papers were selected by the Program Committee for presentation at ISNN 2005 and publication in the proce- ings, with an acceptance rate of less than 34%. In addition to the numerous contributed papers, 10 distinguished scholars were invited to give plenary speeches and tutorials at ISNN 2005.
Category: Computers