Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence

The International Conference on Intelligent Computing (ICIC) was formed to p- vide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring together researchers and practitioners from both academia and ind- try to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. ICIC 2008, held in Shanghai, China, September 1518, 2008, constituted the 4th International Conference on Intelligent Computing. It built upon the success of ICIC 2007, ICIC 2006 and ICIC 2005 held in Qingdao, Kunming and Hefei, China, 2007, 2006 and 2005, respectively. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was Emerging Intelligent Computing Technology and Applications. Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

Klappentext
This book - in conjunction with the two volumes CCIS 0015 and LNCS 5226 - constitutes the refereed proceedings of the 4th International Conference on Intelligent Computing, ICIC 2008, held in Shanghai, China, in September 2008. The 136 revised full papers were carefully reviewed and selected from 2336 submissions. The papers address all current issues in the field of intelligent computing technology, including neural networks, evolutionary computing and genetic algorithms, fuzzy systems and soft computing, particle swarm optimization and niche technology, supervised and semi-supervised learning, unsupervised and reinforcement learning, fine feature extraction methods, combinatorial and numerical optimization, neural computing and optimization, case based reasoning and autonomy-oriented computing, as well as artificial life and artificial immune systems. The volume is rounded off by three special sessions on computational analysis and data mining in biological systems, on data mining and fusion in bioinformatics, and on intelligent pattern recognition and understanding in image processing.

Inhalt
Neural Networks.- A Miniature Robot System with Fuzzy Wavelet Basis Neural Network Controller.- A New Algorithm for Finding the Shortest Path Tree Using Competitive Pulse Coupled Neural Network.- Criteria for Exponential Stability of Cohen-Grossberg Neural Networks with Multiple Time-Varying Delays.- Detecting Unsuccessful Automated Negotiation Threads When Opponents Employ Hybrid Strategies.- Electromagnetism-Like Mechanism Based Algorithm for Neural Network Training.- Evolvable Neuro-fuzzy System for Artificial Creativity in Linguistics.- Extended Legendre Wavelets Neural Network.- Growing Algorithm of Laguerre Orthogonal Basis Neural Network with Weights Directly Determined.- MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Online Solution of Linear Time-Varying Matrix Equation AXB???C?=?0.- Motion Detection Using Spiking Neural Network Model.- On Determination of Early Warning Grade Based on AHP Analysis in Warranty Database.- Optimizing the Performance of Probabilistic Neural Networks Using PSO in the Task of Traffic Sign Recognition.- Product Schemes Evaluation Method Based on Improved BP Neural Network.- Study on Tool Wear Monitoring Based on Multi-source Information Fusion.- Synchronization and Parameter Identification for a Class of Chaotic Neural Networks with Time-Varying Delays Via Adaptive Control.- Evolutionary Computing and Genetic Algorithms.- A Discrete Binary Version of the Electromagnetism-Like Heuristic for Solving Traveling Salesman Problem.- A Frequent Pattern Mining Algorithm for Understanding Genetic Algorithms.- A Generalized Differential Evolution Combined with EDA for Multi-objective Optimization Problems.- A New Hybrid Ant Colony Optimization Algorithm for the Traveling Salesman Problem.- A Novel PSO-DE-Based Hybrid Algorithm for Global Optimization.- A Parallel Multi-algorithm Solver for Dynamic Multi-Objective TSP (DMO-TSP).- A Virtual Three-Dimension Cellular Automata Pseudorandom Number Generator Based on the Moore Neighborhood Method.- An Adaptive Genetic Algorithm for Solving Traveling Salesman Problem.- An Application of Support Vector Machines for Induction Motor Fault Diagnosis with Using Genetic Algorithm.- Ant Algorithm Applied in the Minimal Cost Maximum Flow Problem.- Computer Simulation and Word-Updating Dynamical Systems (WDS) on Digraphs.- Cooperative Dynamics in Spatially Structured Populations.- Emergent Motion Characteristics of a Modular Robot through Genetic Algorithm.- Evolutionary Optimization with Dynamic Fidelity Computational Models.- Grid Resource Aggregation Integrated P2P Mode.- Hybrid Scatter Search with Extremal Optimization for Solving the Capacitated Vehicle Routing Problem.- Implement Web Learning System Based on Genetic Algorithm and Pervasive Agent Ontology.- Large Population Size IGAs with Individuals' Fitness Not Assigned by User.- Missing Data Imputation in Time Series by Evolutionary Algorithms.- Rule-Based Analysis of Behaviour Learned by Evolutionary and Reinforcement Algorithms.- Self-Guided Genetic Algorithm.- Study on Discretization in Rough Set Via Modified Quantum Genetic Algorithm.- Fuzzy Systems and Soft Computing.- A Class of Random Fuzzy Programming and Its Hybrid PSO Algorithm.- A Fuzzy Logic Approach to Test Statistical Hypothesis on Means.- A Fuzzy Logic-Based Approach to Two-Dimensional Warranty System.- A Fuzzy Optimization Method for Multi-criteria Decision-Making Problem Based on the Inclusion Degrees of Intuitionistic Fuzzy Sets.- A GP Based Approach to the Classification of Multiclass Microarray Datasets.- A Novel Approach for Blind Channel Equalization.- A Risk-Sensitive Portfolio with Mean and Variance of Fuzzy Random Variables.- Attribute Reduction Based on the Fuzzy Information Filter Operators.- Classification of Image Data Using Gradient-Based Fuzzy C-Means with Mercer Kernel.- Design of T-S Fuzzy Model Based on PSODE Algorithm.- Equivalence Knowledge Mass and Approximate Reasoning in Logic (I).- Extended Fuzzy Knowledge Representation with Medium.- Five Perspectives on Case Based Reasoning.- Fixpoint Semantics and Completeness of the Computational Model for Fuzzy Linguistic Logic Programming.- Forest-RK: A New Random Forest Induction Method.- Fuzzy Linguistic Logic Programming.- Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification.- Intuitionistic Fuzzy Modules and Their Structures.- Optimization of Ni-MH Battery Fast Charging in Electric Vehicles Using Dynamic Data Mining and ANFIS.- Robust and Adaptive Fuzzy Feedback Linearization Regulator Design.- Three-Level Image Segmentation Based on Maximum Fuzzy Partition Entropy of 2-D Histogram and Quantum Genetic Algorithm.- Particle Swarm Optimization and Niche Technology.- A Hybrid Particle Swarm Optimization for Feed-Forward Neural Network Training.- A Modified Ant Colony Algorithm Used for Multi-robot Odor Source Localization.- A New Problem-Solving Method for Multi-agent Systems and Computer Networks: Solitary Wave Propagation.- A Novel Global Convergence Algorithm: Bee Collecting Pollen Algorithm.- An Enhanced Swarm Intelligence Clustering-Based RBF Neural Network Detection Classifier.- Application of the Particle Filter for Simple Gesture Recognition.- Cooperative Approaches to Bacterial Foraging Optimization.- Crossbar Composite Spring-Nets to Optimize Multi-Agent Systems and Computer Networks.- Formation Control of Multiple Robots Using Parametric and Implicit Representations.- Fuzzy SVM Training Based on the Improved Particle Swarm Optimiz…