: Janusz Kacprzyk, Erel Avineri, Mario Köppen, Keshav Dahal, Yos Sunitiyoso, Rajkumar Roy
: Erel Avineri, Mario Koeppen, Keshav Dahal, Yos Sunitiyoso, Rajkumar Roy
: Applications of Soft Computing Updating the State of the Art
: Springer-Verlag
: 9783540880790
: Advances in Intelligent and Soft Computing
: 1
: CHF 189.50
:
: Anwendungs-Software
: English
: 274
: Wasserzeichen/DRM
: PC/MAC/eReader/Tablet
: PDF

Soft Computing is a complex of methodologies that includes artificial neural networks, genetic algorithms, fuzzy logic, Bayesian networks, and their hybrids. It admits approximate reasoning, imprecision, uncertainty and partial truth in order to mimic the remarkable human capability of making decisions in real-life, ambiguous environments. Soft Computing has therefore become popular in developing systems that encapsulate human expertise. 'Applications of Soft Computing: Updating the State of Art' contains a collection of papers that were presented at the 12th On-line World Conference on Soft Computing in Industrial Applications, held in October 2007. This carefully edited book provides a comprehensive overview of the recent advances in the industrial applications of soft computing and covers a wide range of application areas, including design, intelligent control, optimization, signal processing, pattern recognition, computer graphics, production, as well as civil engineering and applications to traffic and transportation systems. The book is aimed at researchers and practitioners who are engaged in developing and applying intelligent systems principles to solving real-world problems. It is also suitable as wider reading for science and engineering postgraduate students.

Preface6
Welcome Note by the World Federation on Soft Computing ( WFSC) Chair Person8
WSC12 Best Paper Award9
Organization10
Plenary Presentation Abstracts13
List of Contributors15
Contents21
Design of Soft Computing Techniques24
Linguistic Information in Dynamical Fuzzy Systems An Overview25
PSO-Optimized Negative Selection Algorithm for Anomaly Detection35
Adaptation of Learning Parameters for Choquet Integral Agent Network by Using Genetic Algorithms44
Comparison of Effective Assessment Functions for Optimized Sensor System Design56
Visualization and Complexity Reduction of Neural Networks65
Modelling, Control and Optimization75
Artificial Immune Network Combined with Normative Knowledge for Power Economic Dispatch of Thermal Units76
Scheduling of Tasks in Multiprocessor System Using Hybrid Genetic Algorithms86
A Novel Modelling and Optimisation Technique for Business Processes: An Evolutionary Computing Based Approach96
Use of Multi-objective Evolutionary Algorithms in Extrusion Scale- Up107
Signal Processing and Pattern Recognition116
A Multi-Agent Classifier System Based on the Trust- Negotiation- Communication Model117
Error Compensation Based Directional Interpolation Algorithm for Video Error Concealment127
An Evolutionary Approach to Digitalized Hand Signs Recognition135
Civil Engineering145
Prediction of Ultimate Capacity of Laterally Loaded Piles in Clay: A Relevance Vector Machine Approach146
Air Quality Forecaster: Moving Window Based Neuro Models156
Computer Graphics, Imaging and Vision165
Automatic 3D Modeling of Skulls by Scatter Search and Heuristic Features166
Multi-modal Registration Using a Combined Similarity Measure176
An Investigation into Neural Networks for the Detection of Exudates in Retinal Images186
An Optimisation Approach to Palette Reordering for Indexed Image Compression195
Production, Manufacturing, and Design203
Weighted Tardiness Scheduling with Sequence- Dependent Setups: A Benchmark Problem for Soft Computing204
An Exploration of Genetic Process Mining214
Traffic and Transportation Systems224
An Adaptive Differential Evolution Algorithm Applied to Highway Network Capacity Optimization225
Incorporating Fuzzy Reference Points into Applications of Travel Choice Modeling235
The Role of the Uncertainty in ATIS Applications244
Human-Like Adaptive Cruise Control Systems through a Learning Machine Approach254
Fuzzy Evaluation of Contra-Flow Evacuation Plans in Texas Medical Center264
Arrow Exit Sign Placement on Highway Using Fuzzy Table Look- Up Scheme274
Index284
Author Index286