Cover image for Applications of soft computing : updating the state of the art
Title:
Applications of soft computing : updating the state of the art
Series:
Advances in soft computing ; 52
Publication Information:
New York : Springer, 2009
Physical Description:
xxv, 274 p. : ill. ; 24 cm.
ISBN:
9783540880783
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30000010197114 QA76.9.S63 O56 2009 Open Access Book Proceedings, Conference, Workshop etc.
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Summary

Summary

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.


Table of Contents

Xiao-Zhi Gao and Seppo Ovaska and Xiaolei WangHuimin Wang and X.Z. Gao and Xianlin Huang and Zhuoyue SongSantoso Handri and Kazuo NakamuraKuncup Iswandy and Andreas KönigTamas Kenesei and Balazs Feil and Janos AbonyiLeandro dos Santos Coelho and Viviana Cocco MarianiBetzy Varghes and Alamgir Hossain and Keshav DahalMark Stelling and Rajkumar Roy and Ashutosh TiwariJosé António Covas and António Gaspar-CunhaAnas Quteishat and Chee Peng Lim and Jeffrey Tweedale and Lakhmi C. JainLiyong Ma and Yude Sun and Naizhang FengIvanoe De Falco and Antonio Della Cioppa and Domenico Maisto and Umberto Scafuri and Ernesto TarantinoPijush Samui and Gautam Bhattacharya and Deepankar ChoudhuryS.V. Barai and A. K. Gupta and Jayachandar KodaliLucia Ballerini and Oscar Cordón and Sergio Damas and José SantamaríaJuan Wachs and Helman Stern and Tom Burks and Victor AlchanatisGerald Schaefer and Edmond LeungGerald Schaefer and Lars NolleVincent A. CicirelloChris Turner and Ashutosh TiwariAndrew KohErel AvineriGennaro Nicola Bifulco and Fulvio Simonelli and Roberta Di PaceFulvio Simonelli and Gennaro Nicola Bifulco and Valerio De Martinis and Vincenzo PunzoFengxiang Qiao and Ruixin Ge and Lei YuFengxiang Qiao and Xiaoyue Liu and Lei Yu
Part I Design of Soft Computing Techniques
Linguistic Information in Dynamical Fuzzy Systems - An Overviewp. 3
PSO-Optimized Negative Selection Algorithm for Anomaly Detectionp. 13
Adaptation of Learning Parameters for Choquet Integral Agent Network by Using Genetic Algorithmsp. 22
Comparison of Effective Assessment Functions for Optimized Sensor System Designp. 34
Visualization and Complexity Reduction of Neural Networksp. 43
Part II Modelling, Control and Optimization
Artificial Immune Network Combined with Normative Knowledge for Power Economic Dispatch of Thermal Unitsp. 55
Scheduling of Tasks in Multiprocessor System Using Hybrid Genetic Algorithmsp. 65
A Novel Modelling and Optimisation Technique for Business Processes: An Evolutionary Computing Based Approachp. 75
Use of Multi-objective Evolutionary Algorithms in Extrusion Scale-Upp. 86
Part III Signal Processing and Pattern Recognition
A Multi-Agent Classifier System Based on the Trust-Negotiation-Communication Modelp. 97
Error Compensation Based Directional Interpolation Algorithm for Video Error Concealmentp. 107
An Evolutionary Approach to Digitalized Hand Signs Recognitionp. 115
Part IV Civil Engineering
Prediction of Ultimate Capacity of Laterally Loaded Piles in Clay: A Relevance Vector Machine Approachp. 127
Air Quality Forecaster: Moving Window Based Neuro Modelsp. 137
Part V Computer Graphics, Imaging and Vision
Automatic 3D Modeling of Skulls by Scatter Search and Heuristic Featuresp. 149
Multi-modal Registration Using a Combined Similarity Measurep. 159
An Investigation into Neural Networks for the Detection of Exudates in Retinal Imagesp. 169
An Optimisation Approach to Palette Reordering for Indexed Image Compressionp. 178
Part VI Production, Manufacturing, and Design
Weighted Tardiness Scheduling with Sequence-Dependent Setups: A Benchmark Problem for Soft Computingp. 189
An Exploration of Genetic Process Miningp. 199
Part VII Traffic and Transportation Systems
An Adaptive Differential Evolution Algorithm Applied to Highway Network Capacity Optimizationp. 211
Incorporating Fuzzy Reference Points into Applications of Travel Choice Modelingp. 221
The Role of the Uncertainty in ATIS Applicationsp. 230
Human-Like Adaptive Cruise Control Systems through a Learning Machine Approachp. 240
Fuzzy Evaluation of Contra-Flow Evacuation Plans in Texas Medical Centerp. 250
Arrow Exit Sign Placement on Highway Using Fuzzy Table Look-Up Schemep. 260
Indexp. 271
Author Indexp. 273