Applications of Soft Computing

Updating the State of the Art

Häftad, Engelska, 2009

Av Erel Avineri, Mario Köppen, Keshav Dahal, Yos Sunitiyoso, Rajkumar Roy, Mario Koppen

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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.

Produktinformation

Utgivningsdatum2009-02-03
Mått155 x 235 x 17 mm
Vikt458 g
FormatHäftad
SpråkEngelska
SerieAdvances in Intelligent and Soft Computing
Antal sidor274
Upplaga2009
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540880783

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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 ofGenetic 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.