Computationally Intelligent Hybrid Systems

The Fusion of Soft Computing and Hard Computing

Seppo J. Ovaska - Collection Wiley-Interscience

410 pages, parution le 06/12/2004

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Résumé

The Practical Guide To The Integration Of Soft And Hard Computing For Today's Engineering Applications

Over the next decade, the fusion of soft and hard computing will play an increasingly important role in the development of intelligent systems for aerospace, electric power generation, and other safety-critical applications. Computationally Intelligent Hybrid Systems is the only book to examine the practical issues involved in the creation of high-performance, cost-effective applications using a synthesis of neural networks, fuzzy systems, and evolutionary computation with traditional computing methods.

This uniquely crafted work combines the experience of many internationally recognized experts in the soft and hard computing research worlds to present practicing engineers with the broadest possible array of methodologies for developing innovative and competitive solutions to real-world problems. Each of the chapters illustrates the wide-ranging applicability of the fusion concept in such critical areas as:

Computer security and data mining
Electrical power systems and large-scale plants
Motor drives and tool wear monitoring
User interfaces and the World Wide Web
Aerospace and robust control

This is an essential guide for practicing engineers, researchers, and R&D managers who wish to create or understand computationally intelligent hybrid systems, as well as an excellent primary source for graduate courses in soft computing, engineering applications of artificial intelligence, and related topics.

L'auteur - Seppo J. Ovaska

SEPPO J. OVASKA, DSc (Tech), is a professor in the Department of Electrical and Communications Engineering at Helsinki University of Technology, Finland. He is a senior member of the IEEE, and has published more than 180 papers in peer-reviewed journals and international conferences.

Sommaire

Contributors
Foreword
Preface
Introduction to Fusion of Soft Computing and Hard Computing
General Model for Large-Scale Plant Application
Adaptive Flight Control : Soft Computing with Hard Constraints
Sensorless Control of Switched Reductance Motors
Estimation of Uncertainty Bounds for Linear and Nonlinear Robust Control
Indirect On-Line Tool Wear Monitoring
Predictive Filtering Methods for Power Systems Applications
Intrusion Detection for Computer Security
Emotion Generating Method on Human-Computer Interfaces
Introduction to Scientific Data Mining : Direct Kernel Methods and Applications
World Wide Web Usage Mining
Index
About the Editor

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	Seppo J. Ovaska
Collection	Wiley-Interscience
Parution	06/12/2004
Nb. de pages	410
Format	16 x 24
Couverture	Relié
Poids	752g
Intérieur	Noir et Blanc
EAN13	9780471476689
ISBN13	978-0-471-47668-9