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Book Cover
E-book
Author On-line World Conference on Soft Computing in Industrial Applications (2007)

Title Applications of soft computing : updating the state of art / edited by Erel Avineri [and others]
Published Berlin ; London : Springer, 2009

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Description 1 online resource
Series Advances in soft computing ; 52
Advances in soft computing ; 52.
Contents Design of Soft Computing Techniques -- Linguistic Information in Dynamical Fuzzy Systems -- An Overview -- PSO-Optimized Negative Selection Algorithm for Anomaly Detection -- Adaptation of Learning Parameters for Choquet Integral Agent Network by Using Genetic Algorithms -- Comparison of Effective Assessment Functions for Optimized Sensor System Design -- Visualization and Complexity Reduction of Neural Networks -- Modelling, Control and Optimization -- Artificial Immune Network Combined with Normative Knowledge for Power Economic Dispatch of Thermal Units -- Scheduling of Tasks in Multiprocessor System Using Hybrid Genetic Algorithms -- A Novel Modelling and Optimisation Technique for Business Processes: An Evolutionary Computing Based Approach -- Use of Multi-objective Evolutionary Algorithms in Extrusion Scale-Up -- Signal Processing and Pattern Recognition -- A Multi-Agent Classifier System Based on the Trust-Negotiation-Communication Model -- Error Compensation Based Directional Interpolation Algorithm for Video Error Concealment -- An Evolutionary Approach to Digitalized Hand Signs Recognition -- Civil Engineering -- Prediction of Ultimate Capacity of Laterally Loaded Piles in Clay: A Relevance Vector Machine Approach -- Air Quality Forecaster: Moving Window Based Neuro Models -- Computer Graphics, Imaging and Vision -- Automatic 3D Modeling of Skulls by Scatter Search and Heuristic Features -- Multi-modal Registration Using a Combined Similarity Measure -- An Investigation into Neural Networks for the Detection of Exudates in Retinal Images -- An Optimisation Approach to Palette Reordering for Indexed Image Compression -- Production, Manufacturing, and Design -- Weighted Tardiness Scheduling with Sequence-Dependent Setups: A Benchmark Problem for Soft Computing -- An Exploration of Genetic Process Mining -- Traffic and Transportation Systems -- An Adaptive Differential Evolution Algorithm Applied to Highway Network Capacity Optimization -- Incorporating Fuzzy Reference Points into Applications of Travel Choice Modeling -- The Role of the Uncertainty in ATIS Applications -- Human-Like Adaptive Cruise Control Systems through a Learning Machine Approach -- Fuzzy Evaluation of Contra-Flow Evacuation Plans in Texas Medical Center -- Arrow Exit Sign Placement on Highway Using Fuzzy Table Look-Up Scheme
Summary Soft Computing is a complex of methodologies that includes artificial neural networks, genetic algorithms, fuzzy logic, Bayesian networks, and their hybrids. This book covers a wide range of application areas, including design, intelligent control, and signal processing. It is suitable for science and engineering postgraduate students
Analysis engineering
kunstmatige intelligentie
artificial intelligence
toegepaste wiskunde
applied mathematics
computational science
Engineering (General)
Techniek (algemeen)
Notes Selected conference papers
Bibliography Includes bibliographical references and indexes
Notes Print version record
Subject Soft computing -- Industrial applications -- Congresses
COMPUTERS -- Enterprise Applications -- Business Intelligence Tools.
COMPUTERS -- Intelligence (AI) & Semantics.
Soft computing -- Industrial applications.
Ingénierie.
Soft computing -- Industrial applications
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Avineri, Erel
ISBN 9783540880790
3540880798
9783540880783
354088078X