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Applied Soft Computing Technologies: The Challenge of Complexity

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Feldname	Details
Vorliegende Sprache	eng
Hinweise auf parallele Ausgaben	250868458 Buchausg. u.d.T.: ‡Applied soft computing technologies
ISBN	978-3-540-31649-7
Name	Abraham, Ajith
Name	de Baets, Bernard
Name ANZEIGE DER KETTE	de Baets, Bernard
Name	Köppen, Mario
Name	Nickolay, Bertram
T I T E L	Applied Soft Computing Technologies: The Challenge of Complexity
Verlagsort	Berlin, Heidelberg
Verlag	Springer Berlin Heidelberg
Erscheinungsjahr	2006
Erscheinungsjahr	2006
Umfang	Online-Ressource (XXXIII, 840 p, digital)
Reihe	Advances in Soft Computing ; 34
Notiz / Fußnoten	Includes bibliographical references and index
Weiterer Inhalt	CONTENTS; Part I Plenary Presentations; Applying Fuzzy Sets to the SemanticWeb: The Problem of Retranslation; Granular Computing: An Overview; Part II Classification and Clustering; Parallel Neuro Classifier for Weld Defect Classification; An Innovative Approach to Genetic Programming-based Clustering; An Adaptive Fuzzy Min-Max Conflict-Resolving Classifier; A Method to Enhance the 'Possibilistic C-Means with Repulsion' Algorithm based on Cluster Validity Index; Part III Optimization; Design Centering and Tolerating with Utilization of Evolutionary Techniques. Curve fitting with NURBS using Simulated AnnealingMultiobjective Adaptive Representation Evolutionary Algorithm (MAREA) - A new evolutionary algorithm for multiobjective optimization; Adapting Multi-Ojective Meta-Heuristics for Graph Partitioning; Part IV Diagnosis and Fault Tolerance; Genetic Algorithms for Artificial Neural Net-based Condition Monitoring System Design for Rotating Mechanical Systems; The Applications of Soft Computing in Embedded Medical Advisory Systems for Pervasive Health Monitoring; Application of Fuzzy Inference Techniques to FMEA. Bayesian Networks Approach for a Fault Detection and Isolation Case StudyPart V Tracking and Surveillance; Path Planning Optimization for Mobile Robots Based on Bacteria Colony Approach; An Empirical Investigation of Optimum Tracking with Evolution Strategies; Implementing a Warning System for Stromboli Volcano; Part VI Scheduling and Layout; A Genetic Algorithm with a Quasi-local Search for the Job Shop Problem with Recirculation; A Multiobjective Metaheuristic for Spatial-based Redistricting; Solving Facility Layout Problems with a Set of Geometric Hard-constraints using Tabu Search. Part VII Complexity ManagementEmpathy: A Computational Framework for Emotion Generation; Intelligent Forecast with Dimension Reduction; Stochastic Algorithm Computational Complexity Comparison on Test Functions; Nonlinear Identification Method of a Yo-yo System Using Fuzzy Model and Fast Particle Swarm Optimisation; Part VIII Manufacturing and Production; Hybrid Type-1-2 Fuzzy Systems for Surface Roughness Control; Comparison of ANN and MARS in Prediction of Property of Steel Strips. Designing Steps and Simulation Results of a Pulse Classification System for the Electro Chemical Discharge Machining (ECDM) Process - An Artificial Neural Network ApproachPart IX Signal Processing; Hybrid Image Segmentation based on Fuzzy Clustering Algorithm for Satellite Imagery Searching and Retrieval; Boosting the Performance of the Fuzzy Min-Max Neural Network in Pattern Classification Tasks; A Genetic Algorithm for Solving BSS-ICA; Part X Computer Security; RDWT Domain Watermarking based on Independent Component Analysis Extraction. Towards Very Fast Modular Exponentiations Using Ant Colony
Titelhinweis	Buchausg. u.d.T.: ‡Applied soft computing technologies
ISBN	ISBN 978-3-540-31662-6
Klassifikation	TBJ
	MAT003000
	UYQ
	COM004000
	*68T05
	68T01
	68M20
	68W05
	68-06
	519
	006.3
	004
	510
	TA329-348
	TA640-643
	ST 301
Kurzbeschreibung	Part I Plenary Presentations -- Part II Classification and Clustering -- Part III Optimization -- Part IV Diagnosis and Fault Tolerance -- Part V Tracking and Surveillance -- Part VI Scheduling and Layout -- Part VII Complexity Management -- Part VIII Manufacturing and Production -- Part IX Signal Processing -- Part X Computer Security -- Part XI Bioinformatics -- Part XII Text Processing -- Part XIII Algorithm Design -- Part XIV Control -- Part XV Hybrid Intelligent Systems using Fuzzy Logic, Neural Networks and Genetic Algorithms -- Part XVI Recent Developments in Support Vector and Kernel Machines -- Part XVII Robotics -- Part XVIII Soft Computing and Hybrid Intelligent Systems in Product Design and Development.
2. Kurzbeschreibung	This volume presents the proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th - October 08th, 2004, held on the World Wide Web. It contains plenary lectures, original papers and tutorials presented during the conference. The book brings together outstanding research and developments in the field of soft computing (evolutionary computation, fuzzy logic, neural networks, and their fusion) and its applications in science and technology.
1. Schlagwortkette	Soft Computing
1. Schlagwortkette	Aufsatzsammlung
1. Schlagwortkette ANZEIGE DER KETTE	Soft Computing -- Aufsatzsammlung
2. Schlagwortkette	Soft Computing
ANZEIGE DER KETTE	Soft Computing
SWB-Titel-Idn	264359070
Signatur	Springer E-Book
Bemerkungen	Elektronischer Volltext - Campuslizenz
Elektronische Adresse	$uhttp://dx.doi.org/10.1007/3-540-31662-0
Internetseite / Link	Volltext
Siehe auch	Volltext
Siehe auch	Cover
Siehe auch	Inhaltstext

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