Soft Computing and Industry: Recent Applications - Rilegato

Rilegato

ISBN 10: 1852335394 ISBN 13: 9781852335397

Casa editrice: Springer Verlag, 2002

Riassunto

Soft computing embraces various methodologies for the development of intelligent systems that have been successfully applied to a large number of real-world problems. Soft Computing in Industry contains a collection of papers that were presented at the 6th On-line World Conference on Soft Computing in Industrial Applications that was held in September 2001. It provides a comprehensive overview of recent theoretical developments in soft computing as well as of successful industrial applications. It is divided into seven parts covering material on: keynote papers on various subjects ranging from computing with autopoietic systems to the effects of the Internet on education; intelligent control; classification, clustering and optimization; image and signal processing; agents, multimedia and Internet; theoretical advances; prediction, design and diagnosis. The book is aimed at researchers and professional engineers who develop and apply intelligent systems in computer engineering.

Su questo libro

Contenuti

Part I: Keynote PapersDiagnosis and Control for Multi-agent Systems Using Immune NetworksUniversality and Complexity of Approximation of Multivariable Functions byFeedforward NetworksThe Supervised Learning No-free-lunch TheoremsMaking Evolutionary Design Optimisation Popular in IndustryTheory of Incursive Synchronization and Anticipatory Computing of ChaosComputing with Autopoietic SystemsThe Internet and EducationPart II: Intelligent ControlSoft Computing for Control of Dynamical SystemsHolonic Scheduling for an Assembly LineIntelligent Control of a Battery Charging Process with a Hybrid ApproachA Breeder Genetic Algorithm for Adaptive Filter Optimization 1= Intelligent Neural Control of Robotic Autonomous Systems Using aNeuro-fuzzy-genetic ApproachPrediction of Power Requirement in Turning Using a GA-fuzzy ApproachPredictive Control of a Nonlinear Process Using Multiple ModelsOptimization Based on Fast evolutionary ProgrammingSome Realisation Issues of Fuzzy Gain-scheduling Controllers: A RoboticManipulator Case StudyEnvironmental Safety and Loss Prevention in Sulphur Tank with Fuzzy L1Norm ControlAutotuning of a Fuzzy PID Controller Based on Fuzzy Gain and Phase MarginsTwo Automatic On-line New Schemes to Compensate the Torque Ripple ofSwitched Reluctance Machines:Applications of Neural Networks in Servo SystemsPart III: Classification, Clustering and OptimizationSome Methods of Clustering of Fuzzy ObjectsIntegration of Enhanced Adaptive Fuzzy Clustering Algorithm withProbabilistic Technique for Dynamic Map BuildingClassification of Severe Storm Cells Using Support Vector MachinesFuzzy Clustering for the Identification of Compact Fuzzy ClassifiersMulti-constrained Non-linear Optimization by the Differential EvolutionAlgorithmGenetic Algorithms for the Assembly Line Balancing ProblemA Genetic Algorithm for the Uncapacitated Network Design ProblemAn Overview of Benchmarking Techniques for Multi-objective EvolutionaryAlgorithmsFuzzy Cluster Loading for 3-way DataPart IV: Image and Signal ProcessingA Robust Multilevel Watermarking Method for Digital Images UsingMultiresolution Wavelet DecompositionFuzzy Relational Pattern Dynamics of the Breast Cancer Cells 1= Slope Constrained Shortest Path on SurfaceDesign of Explicitly or implicitly Parallel Low-resolution CharacterRecognition Algorithms by means of Genetic ProgrammingLow-power Massively Parallel Feature Computation for Application-specificIntegrated Vision SystemsPulse Image ProcessingSoft Data Fusion in Image ProcessingEigenspace-based Face RecognitionDimensionality Reduction and Interactive Visualization of MultivariateDataPart V: Agents, Multimedia and InternetDeveloping Agent-based Personalized Recommender SystemsAn Agent that Learns to Support Users of a Web SiteANTS: Automatic Navigation of Terrain SystemsGreta: A Simple Facial Animation EngineFast Text Compression Using Artificial Neural NetworksVisualization of Data Using Genetic AlgorithmMeasuring Facial Emotional Expressions Using Genetic ProgrammingFuzzy Based Web Server Workload Modelling and PredictionPart VI: Theoretical Advances and New ParadigmsEfficient and Precise Handling of a Piecewise-linear Fuzzy Set onComputers in an Extended Knot FormKansei Factor Analysis Using C4.5An Active Search Algorithm Extending GA Based Path Planning for MobileRobot SystemsGenetic Programming for Combining Neural Networks for Drug DiscoveryTraining MLP Networks by Differential Evolution AlgorithmA Genetic Algorithm Based on Cell Loss for Dynamic Routing in ATM NetworksGene Expression Programming in Problem SolvingStudies of the XCSI Classifier System on a Data Mining ProblemArtificial Chemistry - A New Metaphor for AlgorithmsImmune System Simulation Through a Complex Adaptive System ModelThe Effectiveness of MutationsRoot-finding of Monotone Nonlinear Functions with Fuzzy Iterative MethodsOn Partitioned Fitness-Distribution of Genetic Operators for Predicting GAPerformancePart VII: Prediction, Design and DiagnosisA Comparative Assessment on the Application of Knowledge-based Networksand Genetic Algorithms to the Design of Fuzzy Diagnosis Systems forRotating MachineryEvolution of a Tactile Wall-following Behavior in Real TimeFuzzy Mimetic Approach for Prediction of Chaotic Time Series and NonlinearIdentificationFinite-element Mesh Adaptation via Time Series Prediction Using NeuralNetworksMulti-objective Genetic Algorithms on Financial Ratio Selection forEarning ForecastHybrid Genetic Algorithm for VLSI Macro Cell LayoutArtificial Neural Networks Modeling as an Industrial Plant FaultDiagnostic ToolAn Application of Genetic Programming to Electronic Design AutomationA Comparison of Soft Computing Methods for Reservoir SimulationMultistage Decision Making for a Fuzzy Automation by Simulated Annealing

Dettagli dell?edizione

• Editore: Springer Verlag
• Data di pubblicazione: 2002
• ISBN 10: 1852335394
• ISBN 13: 9781852335397
• Rilegatura: Copertina rigida
• Lingua: Inglese
• Numero edizione: 1
• Numero di pagine: 852
• Redattore: Roy Rajkumar, Koppen Mario, Ovaska Seppo, Furuhashi Takeshi, Hoffman Frank
• Contatto del produttore: non disponibile