A Neural Network Hybrid Expert System PDF Download
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Author | : Larry R. Medsker |
Publisher | : Springer Science & Business Media |
Total Pages | : 241 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 1461527260 |
Download Hybrid Neural Network and Expert Systems Book in PDF, ePub and Kindle
Hybrid Neural Network and Expert Systems presents the basics of expert systems and neural networks, and the important characteristics relevant to the integration of these two technologies. Through case studies of actual working systems, the author demonstrates the use of these hybrid systems in practical situations. Guidelines and models are described to help those who want to develop their own hybrid systems. Neural networks and expert systems together represent two major aspects of human intelligence and therefore are appropriate for integration. Neural networks represent the visual, pattern-recognition types of intelligence, while expert systems represent the logical, reasoning processes. Together, these technologies allow applications to be developed that are more powerful than when each technique is used individually. Hybrid Neural Network and Expert Systems provides frameworks for understanding how the combination of neural networks and expert systems can produce useful hybrid systems, and illustrates the issues and opportunities in this dynamic field.
Author | : Stephen I. Gallant |
Publisher | : MIT Press |
Total Pages | : 392 |
Release | : 1993 |
Genre | : Computers |
ISBN | : 9780262071451 |
Download Neural Network Learning and Expert Systems Book in PDF, ePub and Kindle
presents a unified and in-depth development of neural network learning algorithms and neural network expert systems
Author | : J.R. Goulding |
Publisher | : |
Total Pages | : |
Release | : 1991 |
Genre | : |
ISBN | : |
Download A Neural Network Hybrid Expert System Book in PDF, ePub and Kindle
Author | : Larry R. Medsker |
Publisher | : Springer Science & Business Media |
Total Pages | : 302 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 1461523532 |
Download Hybrid Intelligent Systems Book in PDF, ePub and Kindle
Hybrid Intelligent Systems summarizes the strengths and weaknesses of five intelligent technologies: fuzzy logic, genetic algorithms, case-based reasoning, neural networks and expert systems, reviewing the status and significance of research into their integration. Engineering and scientific examples and case studies are used to illustrate principles and application development techniques. The reader will gain a clear idea of the current status of hybrid intelligent systems and discover how to choose and develop appropriate applications. The book is based on a thorough literature search of recent publications on research and development in hybrid intelligent systems; the resulting 50-page reference section of the book is invaluable. The book starts with a summary of the five major intelligent technologies and of the issues in and current status of research into them. Each subsequent chapter presents a detailed discussion of a different combination of intelligent technologies, along with examples and case studies. Four chapters contain detailed case studies of working hybrid systems. The book enables the reader to: Describe the important concepts, strengths and limitations of each technology; Recognize and analyze potential problems with the application of hybrid systems; Choose appropriate hybrid intelligent solutions; Understand how applications are designed with any of the approaches covered; Choose appropriate commercial development shells or tools. An invaluable reference source for those who wish to apply intelligent systems techniques to their own problems.
Author | : Abraham Kandel |
Publisher | : CRC Press |
Total Pages | : 448 |
Release | : 2020-09-10 |
Genre | : Computers |
ISBN | : 1000102947 |
Download Hybrid Architectures for Intelligent Systems Book in PDF, ePub and Kindle
Hybrid architecture for intelligent systems is a new field of artificial intelligence concerned with the development of the next generation of intelligent systems. This volume is the first book to delineate current research interests in hybrid architectures for intelligent systems. The book is divided into two parts. The first part is devoted to the theory, methodologies, and algorithms of intelligent hybrid systems. The second part examines current applications of intelligent hybrid systems in areas such as data analysis, pattern classification and recognition, intelligent robot control, medical diagnosis, architecture, wastewater treatment, and flexible manufacturing systems. Hybrid Architectures for Intelligent Systems is an important reference for computer scientists and electrical engineers involved with artificial intelligence, neural networks, parallel processing, robotics, and systems architecture.
Author | : Manuel Grana Romay |
Publisher | : Springer Science & Business Media |
Total Pages | : 634 |
Release | : 2010-06-11 |
Genre | : Computers |
ISBN | : 3642137687 |
Download Hybrid Artificial Intelligent Systems, Part I Book in PDF, ePub and Kindle
This book constitutes the proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, held in San Sebastian, Spain, in June 2010.
Author | : Stefan Wermter |
Publisher | : Springer Science & Business Media |
Total Pages | : 411 |
Release | : 2000-03-29 |
Genre | : Computers |
ISBN | : 3540673059 |
Download Hybrid Neural Systems Book in PDF, ePub and Kindle
Hybrid neural systems are computational systems which are based mainly on artificial neural networks and allow for symbolic interpretation or interaction with symbolic components. This book is derived from a workshop held during the NIPS'98 in Denver, Colorado, USA, and competently reflects the state of the art of research and development in hybrid neural systems. The 26 revised full papers presented together with an introductory overview by the volume editors have been through a twofold process of careful reviewing and revision. The papers are organized in the following topical sections: structured connectionism and rule representation; distributed neural architectures and language processing; transformation and explanation; robotics, vision, and cognitive approaches.
Author | : Da Ruan |
Publisher | : Springer Science & Business Media |
Total Pages | : 364 |
Release | : 2012-12-06 |
Genre | : Mathematics |
ISBN | : 1461561914 |
Download Intelligent Hybrid Systems Book in PDF, ePub and Kindle
Intelligent Hybrid Systems: Fuzzy Logic, Neural Networks, and Genetic Algorithms is an organized edited collection of contributed chapters covering basic principles, methodologies, and applications of fuzzy systems, neural networks and genetic algorithms. All chapters are original contributions by leading researchers written exclusively for this volume. This book reviews important concepts and models, and focuses on specific methodologies common to fuzzy systems, neural networks and evolutionary computation. The emphasis is on development of cooperative models of hybrid systems. Included are applications related to intelligent data analysis, process analysis, intelligent adaptive information systems, systems identification, nonlinear systems, power and water system design, and many others. Intelligent Hybrid Systems: Fuzzy Logic, Neural Networks, and Genetic Algorithms provides researchers and engineers with up-to-date coverage of new results, methodologies and applications for building intelligent systems capable of solving large-scale problems.
Author | : Nikola K. Kasabov |
Publisher | : Marcel Alencar |
Total Pages | : 581 |
Release | : 1996 |
Genre | : Artificial intelligence |
ISBN | : 0262112124 |
Download Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering Book in PDF, ePub and Kindle
Combines the study of neural networks and fuzzy systems with symbolic artificial intelligence (AI) methods to build comprehensive AI systems. Describes major AI problems (pattern recognition, speech recognition, prediction, decision-making, game-playing) and provides illustrative examples. Includes applications in engineering, business and finance.
Author | : Nikolopoulos |
Publisher | : CRC Press |
Total Pages | : 353 |
Release | : 1997-01-10 |
Genre | : Technology & Engineering |
ISBN | : 1000064972 |
Download Expert Systems Book in PDF, ePub and Kindle
Offering an introduction to the field of expert/knowledge based systems, this text covers current and emerging trends as well as future research areas. It considers both the system shell and programming environment approaches to expert system development.