Advances in Natural Computation: Part 3 - First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings (Lecture Notes i

Advances in Natural Computation: Part 3 - First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings (Lecture Notes i

By: Yew Soon Ong (volume_editor), Ke Chen (volume_editor), Lipo Wang (volume_editor)Paperback

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The three-volume set "LNCS 3610, LNCS 3611, and LNCS 3612" constitutes the refereed proceedings of the First International Conference on Natural Computation, ICNC 2005, held in Changsha, China, in August 2005 as a joint event with the Second International Conference on Fuzzy Systems and Knowledge Discovery FSKD 2005 (LNAI volumes 3613 and 3614). The program committee selected 313 carefully revised full papers and 189 short papers for presentation in three volumes from 1887 submissions. The first volume includes all the contributions related to learning algorithms and architectures in neural networks, neurodynamics, statistical neural network models and support vector machines, and other topics in neural network models; cognitive science, neuroscience informatics, bioinformatics, and bio-medical engineering, and neural network applications such as communications and computer networks, expert system and informatics, and financial engineering. The second volume concentrates on neural network applications as pattern recognition and diagnostics, robotics and intelligent control, signal processing and multi-media, and other neural network applications; evolutionary learning, artificial immune systems, evolutionary theory, membrane, molecular, DNA computing, and ant colony systems. The third volume deals with evolutionary methodology, quantum computing, swarm intelligence and intelligent agents; natural computation applications as bioinformatics and bio-medical engineering, robotics and intelligent control, and other applications of natural computation; hardware implementations of natural computation, and fuzzy neural systems as well as soft computing.

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Evolutionary Methodology.- Multi-focus Image Fusion Based on SOFM Neural Networks and Evolution Strategies.- Creative Design by Chance Based Interactive Evolutionary Computation.- Design of the Agent-Based Genetic Algorithm.- Drawing Undirected Graphs with Genetic Algorithms.- A Novel Type of Niching Methods Based on Steady-State Genetic Algorithm.- Simulated Annealing Genetic Algorithm for Surface Intersection.- A Web Personalized Service Based on Dual GAs.- A Diversity Metric for Multi-objective Evolutionary Algorithms.- An Immune Partheno-Genetic Algorithm for Winner Determination in Combinatorial Auctions.- A Novel Genetic Algorithm Based on Cure Mechanism of Traditional Chinese Medicine.- An Adaptive GA Based on Information Entropy.- A Genetic Algorithm of High-Throughput and Low-Jitter Scheduling for Input-Queued Switches.- Mutation Matrix in Evolutionary Computation: An Application to Resource Allocation Problem.- Dependent-Chance Programming Model for Stochastic Network Bottleneck Capacity Expansion Based on Neural Network and Genetic Algorithm.- Gray-Encoded Hybrid Accelerating Genetic Algorithm for Global Optimization of Water Environmental Model.- Hybrid Chromosome Genetic Algorithm for Generalized Traveling Salesman Problems.- A New Approach Belonging to EDAs: Quantum-Inspired Genetic Algorithm with Only One Chromosome.- A Fast Fingerprint Matching Approach in Medicare Identity Verification Based on GAs.- Using Viruses to Improve GAs.- A Genetic Algorithm for Solving Fuzzy Resource-Constrained Project Scheduling.- A Hybrid Genetic Algorithm and Application to the Crosstalk Aware Track Assignment Problem.- A Genetic Algorithm for Solving Resource-Constrained Project Scheduling Problem.- Evolutionary Algorithm Based on Overlapped Gene Expression.- Evolving Case-Based Reasoning with Genetic Algorithm in Wholesaler's Returning Book Forecasting.- A Novel Immune Quantum-Inspired Genetic Algorithm.- A Hierarchical Approach for Incremental Floorplan Based on Genetic Algorithms.- A Task Duplication Based Scheduling Algorithm on GA in Grid Computing Systems.- Analysis of a Genetic Model with Finite Populations.- Missing Values Imputation for a Clustering Genetic Algorithm.- A New Organizational Nonlinear Genetic Algorithm for Numerical Optimization.- Hybrid Genetic Algorithm for the Flexible Job-Shop Problem Under Maintenance Constraints.- A Genetic Algorithm with Elite Crossover and Dynastic Change Strategies.- A Game-Theoretic Approach for Designing Mixed Mutation Strategies.- FIR Frequency Sampling Filters Design Based on Adaptive Particle Swarm Optimization Algorithm.- A Hybrid Macroevolutionary Algorithm.- Evolutionary Granular Computing Model and Applications.- Application of Genetic Programming for Fine Tuning PID Controller Parameters Designed Through Ziegler-Nichols Technique.- Applying Genetic Programming to Evolve Learned Rules for Network Anomaly Detection.- A Pattern Combination Based Approach to Two-Dimensional Cutting Stock Problem.- Fractal and Dynamical Language Methods to Construct Phylogenetic Tree Based on Protein Sequences from Complete Genomes.- Evolutionary Hardware Architecture for Division in Elliptic Curve Cryptosystems over GF(2 n ).- An Evolvable Hardware System Under Varying Illumination Environment.- An Evolvable Hardware Chip for Image Enhancement in Surface Roughness Estimation.- Evolutionary Agents for n-Queen Problems.- Fictitious Play and Price-Deviation-Adjust Learning in Electricity Market.- Automatic Discovery of Subgoals for Sequential Decision Problems Using Potential Fields.- Improving Multiobjective Evolutionary Algorithm by Adaptive Fitness and Space Division.- IFMOA: Immune Forgetting Multiobjective Optimization Algorithm.- Genetic Algorithm for Multi-objective Optimization Using GDEA.- Quantum Computing.- A Quantum-Inspired Genetic Algorithm for Scheduling Problems.- Consensus Control for Networks of Dynamic Agents via Active Switching Topology.- Quantum Search in Structured Database.- Swarm Intelligence and Intelligent Agents.- A Fuzzy Trust Model for Multi-agent System.- Adaptive Particle Swarm Optimization for Reactive Power and Voltage Control in Power Systems.- A Dynamic Task Scheduling Approach Based on Wasp Algorithm in Grid Environment.- A Novel Ant Colony Based QoS-Aware Routing Algorithm for MANETs.- A Differential Evolutionary Particle Swarm Optimization with Controller.- A Mountain Clustering Based on Improved PSO Algorithm.- Multi-agent Pursuit-Evasion Algorithm Based on Contract Net Interaction Protocol.- Image Compression Method Using Improved PSO Vector Quantization.- Swarm Intelligence Clustering Algorithm Based on Attractor.- An Agent-Based Soft Computing Society with Application in the Management of Establishment of Hydraulic Fracture in Oil Field.- Two Sub-swarms Particle Swarm Optimization Algorithm.- A Mobile Agent-Based P2P Autonomous Security Hole Discovery System.- A Modified Clustering Algorithm Based on Swarm Intelligence.- Parameter Selection of Quantum-Behaved Particle Swarm Optimization.- An Emotional Particle Swarm Optimization Algorithm.- Multi-model Function Optimization by a New Hybrid Nonlinear Simplex Search and Particle Swarm Algorithm.- Adaptive XCSM for Perceptual Aliasing Problems.- Discrete Particle Swarm Optimization (DPSO) Algorithm for Permutation Flowshop Scheduling to Minimize Makespan.- Unified Particle Swarm Optimization for Solving Constrained Engineering Optimization Problems.- A Modified Particle Swarm Optimizer for Tracking Dynamic Systems.- Particle Swarm Optimization for Bipartite Subgraph Problem: A Case Study.- On the Role of Risk Preference in Survivability.- An Agent-Based Holonic Architecture for Reconfigurable Manufacturing Systems.- Mobile Robot Navigation Using Particle Swarm Optimization and Adaptive NN.- Collision-Free Path Planning for Mobile Robots Using Chaotic Particle Swarm Optimization.- Natural Computation Applications: Bioinformatics and Bio-medical Engineering.- Analysis of Toy Model for Protein Folding Based on Particle Swarm Optimization Algorithm.- Selective Two-Channel Linear Descriptors for Studying Dynamic Interaction of Brain Regions.- A Computational Pixelization Model Based on Selective Attention for Artificial Visual Prosthesis.- Mosaicing the Retinal Fundus Images: A Robust Registration Technique Based Approach.- Typing Aberrance in Signal Transduction.- Local Search for the Maximum Parsimony Problem.- Natural Computation Applications: Robotics and Intelligent Control.- Optimization of Centralized Power Control by Genetic Algorithm in a DS-CDMA Cellular System.- Cascade AdaBoost Classifiers with Stage Features Optimization for Cellular Phone Embedded Face Detection System.- Proper Output Feedback H??? Control for Descriptor Systems: A Convex Optimization Approach.- Planning Optimal Trajectories for Mobile Robots Using an Evolutionary Method with Fuzzy Components.- Hexagon-Based Q-Learning for Object Search with Multiple Robots.- Adaptive Inverse Control of an Omni-Directional Mobile Robot.- Other Applications of Natural Computation.- A Closed Loop Algorithms Based on Chaos Theory for Global Optimization.- Harmony Search for Generalized Orienteering Problem: Best Touring in China.- Harmony Search in Water Pump Switching Problem.- A Selfish Non-atomic Routing Algorithm Based on Game Theory.- Clone Selection Based Multicast Routing Algorithm.- A Genetic Algorithm-Based Routing Service for Simulation Grid.- Clustering Problem Using Adaptive Genetic Algorithm.- FCACO: Fuzzy Classification Rules Mining Algorithm with Ant Colony Optimization.- Goal-Directed Portfolio Insurance.- A Genetic Algorithm for Solving Portfolio Optimization Problems with Transaction Costs and Minimum Transaction Lots.- Financial Performance Prediction Using Constraint-Based Evolutionary Classification Tree (CECT) Approach.- A Genetic Algorithm with Chromosome-Repairing Technique for Polygonal Approximation of Digital Curves.- Fault Feature Selection Based on Modified Binary PSO with Mutation and Its Application in Chemical Process Fault Diagnosis.- Genetic Algorithms for Thyroid Gland Ultrasound Image Feature Reduction.- Improving Nearest Neighbor Classification with Simulated Gravitational Collapse.- Evolutionary Computation and Rough Set-Based Hybrid Approach to Rule Generation.- Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources.- A Robust Soft Decision Mixture Model for Image Segmentation.- A Comparative Study of Finite Word Length Coefficient Optimization of FIR Digital Filters.- A Novel Genetic Algorithm for Variable Partition of Dual Memory Bank DSPs.- Bi-phase Encoded Waveform Design to Deal with the Range Ambiguities for Sparse Space-Based Radar Systems.- Analytic Model for Network Viruses.- Ant Colony Optimization Algorithms for Scheduling the Mixed Model Assembly Lines.- Adaptive and Robust Design for PID Controller Based on Ant System Algorithm.- Job-Shop Scheduling Based on Multiagent Evolutionary Algorithm.- Texture Surface Inspection: An Artificial Immune Approach.- Intelligent Mosaics Algorithm of Overlapping Images.- Adaptive Simulated Annealing for Standard Cell Placement.- Application of Particle Swarm Optimization Algorithm on Robust PID Controller Tuning.- A Natural Language Watermarking Based on Chinese Syntax.- A Steganographic Scheme in Digital Images Using Information of Neighboring Pixels.- Noun-Verb Based Technique of Text Watermarking Using Recursive Decent Semantic Net Parsers.- A Novel Watermarking Scheme Based on Independent Component Analysis.- On Sequence Synchronization Analysis Against Chaos Based Spread Spectrum Image Steganography.- Microstructure Evolution of the K4169 Superalloy Blade Based on Cellular Automaton Simulation.- Mobile Robot Navigation Based on Multisensory Fusion.- Self-surviving IT Systems.- PDE-Based Intrusion Forecast.- A Solution to Ragged Dimension Problem in OLAP.- Hardware Implementations of Natural Computation.- A Convolutional Neural Network VLSI Architecture Using Sorting Model for Reducing Multiply-and-Accumulation Operations.- A 32-Bit Binary Floating Point Neuro-Chip.- Improved Blocks for CMOS Analog Neuro-fuzzy Network.- A Design on the Vector Processor of 2048point MDCT/IMDCT for MPEG-2 AAC.- Neuron Operation Using Controlled Chaotic Instabilities in Brillouin-Active Fiber Based Neural Network in Smart Structures.- Parallel Genetic Algorithms on Programmable Graphics Hardware.- Fuzzy Neural Systems and Soft Computing.- A Neuro-fuzzy Approach to Part Fitup Fault Control During Resistance Spot Welding Using Servo Gun.- Automatic Separate Algorithm of Vein and Artery for Auto-segmentation Liver-Vessel from Abdominal MDCT Image Using Morphological Filtering.- Run-Time Fuzzy Optimization of IEEE 802.11 Wireless LANs Performance.- TLCD Semi-active Control Methodology of Fuzzy Neural Network for Eccentric Buildings.- Use of Adaptive Learning Radial Basis Function Network in Real-Time Motion Tracking of a Robot Manipulator.- Obstacle Avoidance for Redundant Nonholonomic Mobile Modular Manipulators via Neural Fuzzy Approaches.- Invasive Connectionist Evolution.- Applying Advanced Fuzzy Cellular Neural Network AFCNN to Segmentation of Serial CT Liver Images.- New Algorithms of Neural Fuzzy Relation Systems with Min-implication Composition.- Neural Networks Combination by Fuzzy Integral in Clinical Electromyography.- Long-Term Prediction of Discharges in Manwan Hydropower Using Adaptive-Network-Based Fuzzy Inference Systems Models.- Vector Controlled Permanent Magnet Synchronous Motor Drive with Adaptive Fuzzy Neural Network Controller.- Use of Fuzzy Neural Networks with Grey Relations in Fuzzy Rules Partition Optimization.- A Weighted Fuzzy Min-Max Neural Network and Its Application to Feature Analysis.- A Physiological Fuzzy Neural Network.- Cluster-Based Self-organizing Neuro-fuzzy System with Hybrid Learning Approach for Function Approximation.- Fuzzy Output Support Vector Machines for Classification.- Credit Rating Analysis with AFS Fuzzy Logic.- A Neural-fuzzy Based Inferential Sensor for Improving the Control of Boilers in Space Heating Systems.- A Hybrid Neuro-fuzzy Approach for Spinal Force Evaluation in Manual Materials Handling Tasks.- Medicine Composition Analysis Based on PCA and SVM.- Swarm Double-Tabu Search.- A Meta-heuristic Algorithm for the Strip Rectangular Packing Problem.- Music Composition Using Genetic Algorithms (GA) and Multilayer Perceptrons (MLP).- On the Categorizing of Simply Separable Relations in Partial Four-Valued Logic.- Equivalence of Classification and Regression Under Support Vector Machine Theory.- Fuzzy Description of Topological Relations I: A Unified Fuzzy 9-Intersection Model.- Fuzzy Description of Topological Relations II: Computation Methods and Examples.- Modeling and Cost Analysis of Nested Software Rejuvenation Policy.- A Fuzzy Multi-criteria Decision Making Model for the Selection of the Distribution Center.- Refinement of Clustering Solutions Using a Multi-label Voting Algorithm for Neuro-fuzzy Ensembles.- Comparison of Meta-heuristic Hybrid Approaches for Two Dimensional Non-guillotine Rectangular Cutting Problems.- A Hybrid Immune Evolutionary Computation Based on Immunity and Clonal Selection for Concurrent Mapping and Localization.

Product Details

  • publication date: 17/08/2005
  • ISBN13: 9783540283201
  • Format: Paperback
  • Number Of Pages: 1387
  • ID: 9783540283201
  • ISBN10: 354028320X

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