Soft Computing And Intelligent Systems Design
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Soft Computing and Intelligent Systems Design
Author | : Fakhreddine O. Karray,Clarence W. De Silva |
Publsiher | : Addison Wesley Longman |
Total Pages | : 592 |
Release | : 2004 |
Genre | : Computers |
ISBN | : UOM:39015059578040 |
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Traditional artificial intelligence (AI) techniques are based around mathematical techniques of symbolic logic, with programming in languages such as Prolog and LISP invented in the 1960s. These are referred to as "crisp" techniques by the soft computing community. The new wave of AI methods seeks inspiration from the world of biology, and is being used to create numerous real-world intelligent systems with the aid of soft computing tools. These new methods are being increasingly taught at the upper end of the curriculum, sometimes as an adjunct to traditional AI courses, and sometimes as a replacement for them. Where a more radical approach is taken and the course is being taught at an introductory level, we have recently published Negnevitsky's book. Karray and Silva will be suitable for the majority of courses which will be found at an advanced level. Karray and de Silva cover the problem of control and intelligent systems design using soft-computing techniques in an integrated manner. They present both theory and applications, including industrial applications, and the book contains numerous worked examples, problems and case studies. Covering the state-of-the-art in soft-computing techniques, the book gives the reader sufficient knowledge to tackle a wide range of complex systems for which traditional techniques are inadequate.
Soft Computing and Intelligent Systems Design Theory Tools and Applications
Author | : Karray |
Publsiher | : Pearson Education India |
Total Pages | : 588 |
Release | : 2024 |
Genre | : Electronic Book |
ISBN | : 8131723240 |
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Soft Computing for Intelligent Systems
Author | : Nikhil Marriwala,C. C Tripathi,Shruti Jain,Shivakumar Mathapathi |
Publsiher | : Springer Nature |
Total Pages | : 653 |
Release | : 2021-06-22 |
Genre | : Technology & Engineering |
ISBN | : 9789811610486 |
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This book presents high-quality research papers presented at the International Conference on Soft Computing for Intelligent Systems (SCIS 2020), held during 18–20 December 2020 at University Institute of Engineering and Technology, Kurukshetra University, Kurukshetra, Haryana, India. The book encompasses all branches of artificial intelligence, computational sciences and machine learning which is based on computation at some level such as AI-based Internet of things, sensor networks, robotics, intelligent diabetic retinopathy, intelligent cancer genes analysis using computer vision, evolutionary algorithms, fuzzy systems, medical automatic identification intelligence system and applications in agriculture, health care, smart grid and instrumentation systems. The book is helpful for educators, researchers and developers working in the area of recent advances and upcoming technologies utilizing computational sciences in signal processing, imaging, computing, instrumentation, artificial intelligence and their applications.
Soft Computing Systems
Author | : Ajith Abraham,Javier Ruiz-del-Solar,Mario Köppen |
Publsiher | : John Wiley & Sons |
Total Pages | : 1244 |
Release | : 2002 |
Genre | : Computers |
ISBN | : 1586032976 |
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Annotation Intelligent Systems cover a broad area of knowledge-based systems, computational intelligence, soft computing, and their hybrid combinations. Research and development in intelligent systems have enabled us to not only solve a range of problems which were previously considered too difficult but also have enabled a larger number of other problems to be tacked more effectively. This volume focuses on the recent research developments on intelligent systems in a hybrid environment and its applications in image processing, internet modelling and data mining. The different contributions presented in this volume were accepted for the Second International Conference on Hybrid Intelligent Systems (HIS'02).
Analysis and Design of Intelligent Systems Using Soft Computing Techniques
Author | : Patricia Melin,Oscar Castillo,Eduardo G. Ramírez,Witold Pedrycz |
Publsiher | : Springer Science & Business Media |
Total Pages | : 855 |
Release | : 2007-09-20 |
Genre | : Technology & Engineering |
ISBN | : 9783540724322 |
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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.
Intelligent Systems Design and Applications
Author | : Ajith Abraham,Katrin Franke,Mario Köppen |
Publsiher | : Springer |
Total Pages | : 627 |
Release | : 2013-12-20 |
Genre | : Mathematics |
ISBN | : 9783540449997 |
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The proceedings of the Third International Conference on Intelligent Systems Design and Applications (ISDA 2003) held in Tulsa, USA, August 10-13. Current research in all areas of computational intelligence is presented including design of artificial neural networks, fuzzy systems, evolutionary algorithms, hybrid computing systems, intelligent agents, and their applications in science, technology, business and commerce. Main themes addressed by the conference are the architectures of intelligent systems, image, speech and signal processing, internet modeling, data mining, business and management applications, control and automation, software agents and knowledge management.
Hybrid Intelligent Systems
Author | : Oscar Castillo,Patricia Melin,Witold Pedrycz |
Publsiher | : Springer |
Total Pages | : 433 |
Release | : 2007-07-23 |
Genre | : Computers |
ISBN | : 9783540374213 |
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This volume offers a general view of recent conceptual developments of Soft Computing (SC). It presents successful new applications of SC to real-world problems leading to better performance than "traditional" methods. The edited volume covers a wide spectrum of applications including areas such as: robotic dynamic systems, non-linear plants, manufacturing systems, and time series prediction.
Granular Computing
Author | : Witold Pedrycz |
Publsiher | : CRC Press |
Total Pages | : 309 |
Release | : 2018-09-03 |
Genre | : Computers |
ISBN | : 9781439886878 |
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Information granules, as encountered in natural language, are implicit in nature. To make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. An emerging discipline, granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. Granular Computing: Analysis and Design of Intelligent Systems presents the unified principles of granular computing along with its comprehensive algorithmic framework and design practices. Introduces the concepts of information granules, information granularity, and granular computing Presents the key formalisms of information granules Builds on the concepts of information granules with discussion of higher-order and higher-type information granules Discusses the operational concept of information granulation and degranulation by highlighting the essence of this tandem and its quantification in terms of the associated reconstruction error Examines the principle of justifiable granularity Stresses the need to look at information granularity as an important design asset that helps construct more realistic models of real-world systems or facilitate collaborative pursuits of system modeling Highlights the concepts, architectures, and design algorithms of granular models Explores application domains where granular computing and granular models play a visible role, including pattern recognition, time series, and decision making Written by an internationally renowned authority in the field, this innovative book introduces readers to granular computing as a new paradigm for the analysis and synthesis of intelligent systems. It is a valuable resource for those engaged in research and practical developments in computer, electrical, industrial, manufacturing, and biomedical engineering. Building from fundamentals, the book is also suitable for readers from nontechnical disciplines where information granules assume a visible position.