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Author : Branko Soucek
Publisher : Unknown
Page : 664 pages
File Size : 54,9 Mb
Release : 1991
Category : Expert systems (Computer science)
ISBN : OCLC:816948239
Author : Branko Souek,The IRIS Group
Publisher : Wiley-Interscience
Page : 696 pages
File Size : 51,9 Mb
Release : 1991-11-11
Category : Computers
ISBN : UOM:39015024806526
Combines new techniques of software automation, system adaptation, module selection, self-organization and automated discovery. Presents results from the IRIS Group--findings from American, European, Korean and Japanese projects on this emerging discipline. Explores methods of combining well-defined intelligent modules for integration into intelligent systems. Modules include intelligent algorithms and programs, neural networks and computing elements, fuzzy data comparators and correlators, spare distributed memories, expert systems, intelligent databases, associative and parallel processing units, and data acquisition, control and robot units.
Author : Patricia Melin,Oscar Castillo
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 47,5 Mb
Release : 2005-03-08
Category : Computers
ISBN : 3540241213
This monograph describes new methods for intelligent pattern recognition using soft computing techniques including neural networks, fuzzy logic, and genetic algorithms. Hybrid intelligent systems that combine several soft computing techniques are needed due to the complexity of pattern recognition problems. Hybrid intelligent systems can have different architectures, which have an impact on the efficiency and accuracy of pattern recognition systems, to achieve the ultimate goal of pattern recognition. This book also shows results of the application of hybrid intelligent systems to real-world problems of face, fingerprint, and voice recognition. This monograph is intended to be a major reference for scientists and engineers applying new computational and mathematical tools to intelligent pattern recognition and can be also used as a textbook for graduate courses in soft computing, intelligent pattern recognition, computer vision, or applied artificial intelligence.
Author : G. M. P. O'Hare,N. R. Jennings
Publisher : John Wiley & Sons
Page : 598 pages
File Size : 41,5 Mb
Release : 1996-04-05
Category : Computers
ISBN : 0471006750
Distributed Artificial Intelligence (DAI) is a dynamic area of research and this book is the first comprehensive, truly integrated exposition of the discipline presenting influential contributions from leaders in the field. Commences with a solid introduction to the theoretical and practical issues of DAI, followed by a discussion of the core research topics--communication, coordination, planning--and how they are related to each other. The third section describes a number of DAI testbeds, illustrating particular strategies commissioned to provide software environments for building and experimenting with DAI systems. The final segment contains contributions which consider DAI from different perspectives.
Author : Chiang Jao
Publisher : BoD – Books on Demand
Page : 560 pages
File Size : 44,5 Mb
Release : 2011-09-09
Category : Computers
ISBN : 9789533073262
This series is directed to diverse managerial professionals who are leading the transformation of individual domains by using expert information and domain knowledge to drive decision support systems (DSSs). The series offers a broad range of subjects addressed in specific areas such as health care, business management, banking, agriculture, environmental improvement, natural resource and spatial management, aviation administration, and hybrid applications of information technology aimed to interdisciplinary issues. This book series is composed of three volumes: Volume 1 consists of general concepts and methodology of DSSs; Volume 2 consists of applications of DSSs in the biomedical domain; Volume 3 consists of hybrid applications of DSSs in multidisciplinary domains. The book is shaped upon decision support strategies in the new infrastructure that assists the readers in full use of the creative technology to manipulate input data and to transform information into useful decisions for decision makers.
Author : Ming Rao,Qijun Xia,Yiqun Ying
Publisher : Springer Science & Business Media
Page : 305 pages
File Size : 40,6 Mb
Release : 2013-03-07
Category : Science
ISBN : 9781447120940
Due to the complexity of the process operation and the requirements for high quality, low cost, safety and the protection of the environment, an increasing number of pulp and paper companies are in need of an advanced control technology to improve their process operation. This publication presents, for the first time, the theory of such an advanced control technology as well as various industrial applications associated especially with Paper Making. The reader will gain a better understanding of the most popular and advanced process control techniques and applications of these techniques in an important real-time process industry. The contents are based on the authors' own research on modeling and advanced control in this field.
Author : Oscar Castillo,Patricia Melin
Publisher : Physica
Page : 291 pages
File Size : 43,5 Mb
Release : 2012-08-11
Category : Computers
ISBN : 9783790817669
We describe in this book, new methods for intelligent manufacturing using soft computing techniques and fractal theory. Soft Computing (SC) consists of several computing paradigms, including fuzzy logic, neural networks, and genetic algorithms, which can be used to produce powerful hybrid intelligent systems. Fractal theory provides us with the mathematical tools to understand the geometrical complexity of natural objects and can be used for identification and modeling purposes. Combining SC techniques with fractal theory, we can take advantage of the "intelligence" provided by the computer methods and also take advantage of the descriptive power of the fractal mathematical tools. Industrial manufacturing systems can be considered as non-linear dynamical systems, and as a consequence can have highly complex dynamic behaviors. For this reason, the need for computational intelligence in these manufacturing systems has now been well recognized. We consider in this book the concept of "intelligent manufacturing" as the application of soft computing techniques and fractal theory for achieving the goals of manufacturing, which are production planning and control, monitoring and diagnosis of faults, and automated quality control. As a prelude, we provide a brief overview of the existing methodologies in Soft Computing. We then describe our own approach in dealing with the problems in achieving intelligent manufacturing. Our particular point of view is that to really achieve intelligent manufacturing in real-world applications we need to use SC techniques and fractal theory.
Author : Oscar Castillo,Patricia Melin
Publisher : Physica
Page : 231 pages
File Size : 44,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783790818321
This book presents a unified view of modelling, simulation, and control of non linear dynamical systems using soft computing techniques and fractal theory. Our particular point of view is that modelling, simulation, and control are problems that cannot be considered apart, because they are intrinsically related in real world applications. Control of non-linear dynamical systems cannot be achieved if we don't have the appropriate model for the system. On the other hand, we know that complex non-linear dynamical systems can exhibit a wide range of dynamic behaviors ( ranging from simple periodic orbits to chaotic strange attractors), so the problem of simulation and behavior identification is a very important one. Also, we want to automate each of these tasks because in this way it is more easy to solve a particular problem. A real world problem may require that we use modelling, simulation, and control, to achieve the desired level of performance needed for the particular application.
Author : Oscar Castillo,Patricia Melin
Publisher : Springer
Page : 244 pages
File Size : 50,5 Mb
Release : 2007-12-03
Category : Mathematics
ISBN : 9783540762843
This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing (SC) techniques. The authors extend the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. This book is intended to be a major reference tool and can be used as a textbook.
Author : A. F. Schwarz
Publisher : Academic Press
Page : 593 pages
File Size : 53,5 Mb
Release : 2014-05-10
Category : Technology & Engineering
ISBN : 9781483258058
Handbook of VLSI Chip Design and Expert Systems provides information pertinent to the fundamental aspects of expert systems, which provides a knowledge-based approach to problem solving. This book discusses the use of expert systems in every possible subtask of VLSI chip design as well as in the interrelations between the subtasks. Organized into nine chapters, this book begins with an overview of design automation, which can be identified as Computer-Aided Design of Circuits and Systems (CADCAS). This text then presents the progress in artificial intelligence, with emphasis on expert systems. Other chapters consider the impact of design automation, which exploits the basic capabilities of computers to perform complex calculations and to handle huge amounts of data with a high speed and accuracy. This book discusses as well the characterization of microprocessors. The final chapter deals with interactive I/O devices. This book is a valuable resource for system design experts, circuit analysts and designers, logic designers, device engineers, technologists, and application-specific designers.
Author : Ron Sun
Publisher : Wiley-Interscience
Page : 304 pages
File Size : 51,6 Mb
Release : 1994-02-21
Category : Computers
ISBN : UOM:39015032918230
Along with this framework, the book proposes a set of interrelated new ideas regarding the modeling of commonsense reasoning which are highly relevant to current research in AI and cognitive science and the ongoing methodological debate.
Author : Anonim
Publisher : Unknown
Page : 184 pages
File Size : 41,7 Mb
Release : 1992
Category : Artificial intelligence
ISBN : PSU:000052267369
Author : G. Nakhaeizadeh,C. C. Taylor
Publisher : Wiley-Interscience
Page : 376 pages
File Size : 44,5 Mb
Release : 1997
Category : Computers
ISBN : UOM:39015054244226
The book's main focus is on classification, the most common area of intersection. The classification process uses information about a new example to assign the example to one of a known number of classes. Such methods typically involve a rule learned from an initial set of data, which is where ML comes into play.
Author : Fédération internationale pour le traitement de l'information
Publisher : Unknown
Page : 582 pages
File Size : 53,5 Mb
Release : 1997
Category : Electronic
ISBN : 03787206
Author : Branko Soucek,The IRIS Group
Publisher : Wiley-Interscience
Page : 376 pages
File Size : 46,8 Mb
Release : 1992-05-06
Category : Computers
ISBN : UOM:39015025165104
This important volume introduces you to the new wave of applied intelligent systems that are able to deal with the complex, fuzzy, noisy, and highly varying problems found today in everything from manufacturing to intelligent database tasks. The sixth generation advanced hardware and software solutions in this innovative, groundbreaking work open up new vistas in computing: processing and reasoning by associations. You'll find major breakthroughs in machine cognition--speed-up factors of 10 to 100, compared to other learning paradigms, are achievable; novel solutions to the enfolding of very large sets of fuzzy associations using holographic neural technology, including a novel information representation solution employing a vector orientation on a Riemann plane; a description of neural-fuzzy hybrids, a new class of associative systems and cellular processors; a full spectrum of techniques and algorithms to vastly enhance performance in such key computer processes as scientific and technical data processing...natural language generation and cognition...fuzzy processing in reasoning...decision-making robotics and process control...computer vision and graphics...and pattern identification and recognition. Computer engineers, software designers, managers, and students will find a range of newly developed intelligent modules, systems, and methods never before gathered under one cover--plus previously unpublished work from the renowned international IRIS (Integration of Reasoning, Informing and Serving) Group. Fuzzy, Holographic and Parallel Intelligence is the sixth-generation breakthrough.
