Progress in Intelligence Computation and Applications

智能计算与应用

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Author: Cai Zhihua, Yan Xuesong and Liu Yong
Language: English
ISBN/ISSN: 9787562523031
Published on: 2008-11
Hardcover

The 3rd International Symposium on Intelligence Computation and Applications (ISICA 2008) will be held in the China University of Geosciences (Wuhan), Wuhan, China, on December 19-21, 2008 and followed the tradition already established by the last two ISICA conferences were held in Wuhan in 2005 and 2007. A major goal of ISICA is to bring together expers on intelligent computation from around the world, and to provide a leading international forum for the dissemination of original research results in intelligence computation, real-world application, algorithms, software and systems, and different applied disciplines with potential in intelligence computation. ISICA conferences are one of the first series of international conferences on computational intelligence that combines elements of learning, adaptation, evolution and fuzzy logic to create programs as alternative solutions to artificial intelligence. The proceedings of ISICA conferences have a number of unique features including uniqueness, newness, successfulness, and broadness. The proceedings of ISICA conferences have been accepted into the Index to Scientific and Technical Proceedings (ISTP), while ISICA 2007 proceedings published by Springer have also been indexed by Engineering Information (EI).
Following the success of ISICA 2005 and ISICA 2007, ISICA 2008 made good progress on analyzing and processing massive real-time data by computational intelligence. ISICA 2008 featured the most up-to-date research in computational intelligence, evolutionary computation, evolutionary multi-objective and dynamic optimization, evolutionary learning systems, neural networks, classification and recognition, bioinformatics and bioengineering, evolutionary data mining and knowledge discovery, intelligent GIS and control, theory of intelligent computation, combinational and numerical optimization, and real-world applications. ISICA 2008 provided a venue to foster technicalexchanges, renew everlasting friendships, and establish newconnections.  



Section 1: Evolutionary Computation
Application of 2D Entropic Segmentation Method Based on Particle Swarm Optimization Algorithm
A Hybrid Algorithm Based on Evolution Algorithm and Shooting Method for Solving the Interplanetary Transfer Orbit in Multibody System
Research of PSO Parameters Based on Multi-Task Scheduling Problem
Exploration of Shortest Path Problem Based on Genetic Algorithm
Study on Application of Improved Genetic Algorithm in Bus Dispatching
Optimization of LEO Regional Coverage Satellite Constellation Via IBEA Algorithm
Design of Placement Algorithm with Fault-Tolerance Based on Dynamic Evolvement Arithmetic for Coarse-Grain Reconfigurable Architecture
A Balancing Chemical Equation Approach with Evolution Strategy
Detection of Weak Signal Via Bistable Stochastic Resonance Combining with Genetic Algorithm
A Hybrid Genetic Algorithm for Well Placement Optimization
The Application of Improved Vector Evaluated Genetic Algorithm in Earth-Mars Orbit Optimization

Section 2: Evolutionary Multi-Objective and Dynamic Optimization
Optimization for Multi-Join Queries of Relation Database Based on Ant Colony Algorithm
The Optimized Path Tracking Control of Mobile Robots Based on Adaptive Sliding Mode
Application of Topology Optimization Techniques to Frame Design of One Electrical Tractor
An Improved Regularity Model-Based Multi-Objective Estimation of Distribution Algorithm
Implement Tree-Based Genetic Operators in GEP
Based on Air Quality Prediction Study of Genetic Neural Network

Section 3: Neural Networks
Research on Neural Network Training Algorithm Based on PSO-Genetic Algorithm
An Application of BP Neural Networks Based on Adaptive Genetic Algorithm for Load Balancing in VOD Cluster
Applied Research of On-Line Handwriting Signature Verification in Electronic Document Security
Based on the PCA of Genetic Neural Network Prediction of Stock Index
Concrete Structure Integrity Appraisal Research Based on Infrared Image Formation
Research on the Application of Reduction Factor Method of Shear Strength for the Soil Nailing Wall in Deep Foundation Pit

Section 4: Classification and Recognition
An Outlier Detection Algorithm for Data Streams Based on Fuzzy Clustering
Logic-Based Linguistic Models with the Use of Fuzzy Granulation
Modeling and Fuzzy PID Controller Design for Pressure Control of Hydraulic System
Vehicle Target Tracking Method on FPDS
An Improved Genetic K-Means Algorithm for Spatial Clustering
Sub-Pixel Quantization by Applying Iterative Error Analysis Algorithm to Hyperion Data: Case Study of Northwest of Yun-Nan, China
The Research and Implementation of Spam E-mail Filtering Based on Improved Bayesian Algorithm
Face Feature Extraction Based on Maximum Discriminant Information Projection
Image Retrieval Based on Texture in DCT Compressed Domain
Face Recognition Based on Generalized Kernel Fisher Discriminant Vectors and BP Network Classifier
Simple Support Vector Machine with Invariance Features
An Improved Spectroface Algorithm Based on Cubic B-Spline Wavelet Transform and Multiple Subbands Fusion
Research on SVM-Based Automatic Classification of Chinese Web Page

Section 5: Bioinformatics and Bioengineering
A Sequence Alignment Algorithm Based on the Ant Colony Optimization Genetic Algorithm
A New Parallel Ant Colony Optimization Algorithm for Traveling Salesman Problem
An Improved Ant Colony Optimization Algorithm for Anycast Routing with QoS Constraints
A Trust-Based Access Control Model in P2P Networks Using Ant Colony Optimization
Classifying EEG for Brain-Computer Interface Using Spatio-Temporal Filters
Multi-Join Query Optimization in Distributed Database Based on Genetic Algorithm
Image Matching Algorithm Summary

Section 6: Evolutionary Data Mining and Knowledge Discovery
Research on Classification of Data Mining Based Niche Genetic Algorithm
Research on Ensemble Multi-Instance Learning
Research on New Methods of Resource Equilibrium Optimization Based on Particle Swarm
Application of a Novel GEP in Function Finding
Review of Segmenting Algorithms for Streaming Time Series
An Empirical Study on Regression Algorithms
An Incremental Algorithm Based on Discernibility Matrix for Reducts of Incomplete Decision Tables
An Intelligent Model to Assist Medical Diagnosis Based on Tolerant Rough Sets
Extraction of Meta-Rules for RFID Mining Based on a Concept Hierarchy
Improving SVM for Learning Multi-Class Domains with Pareto Multi-Objective Optimization

Section 7: Intelligent GIS and Control
A Hybrid Evolutionary Algorithm to Solve Function Optimization
Research on BLDCM DTC with Simplified Structure
Application of Self-Adapt Fuzzy Control System in High-Speed Locomotive
Analysis, Evaluation and Control of Wheel-Legged Robot's Tumble Stability
Average Consensus in Networks of Multi-Agents with Both Markovian Jump Topology and Coupling Time-Delay
Research on Steady Distribution and Transient Distribution of Discrete Event System Based on Markov Model
A CA-Based Simulation Approach for Analyzing Urban Growth Management Strategies
An Improved Genetic-Fuzzy Algorithm and Its Application in Short-Term Load Forecasting
Research of E-Government Service Model Based on Spatial Information Workflow
Evaluation of Regional Ecological Risk of Land Use Landscape Pattern Based on GIS and RS

Section 8: Theory of Intelligent Computation
Optimized Research of Depth-First Search in the Eight Queens Problem
Researches on Detecting Driving Fatigue Based on Eye Features
Improvement of Hybrid Intelligent Algorithm and Application in Fuzzy Programming
Research and Analysis of Particle Swarm Optimization Algorithm
Random Walk for Image Segmentation or Pothole on Asphalt Road

Section 9: Combinational and Numerical Optimization
Section 10: Real-World Applications  



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