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Advances in Computation and Intelligence

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This book constitutes the refereed proceedings of the Third International Symposium on Intelligence Computation and Applications,... Weiterlesen
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This book constitutes the refereed proceedings of the Third International Symposium on Intelligence Computation and Applications, ISICA 2008, held in Wuhan, China, in December 2008. The 93 revised full papers were carefully reviewed and selected from about 700 submissions. The papers are organized in topical sections on 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, as well as real-world applications.


Section I: Computational Intelligence.- A Balanced Ensemble Learning with Adaptive Error Functions.- A Self-adaptive Evolutionary Programming Based on Optimum Search Direction.- Dynamic Clonal and Chaos-Mutation Evolutionary Algorithm for Function Optimization.- A Parallel Self-adaptive Subspace Searching Algorithm for Solving Dynamic Function Optimization Problems.- Improved GuoTao Algorithm for Unconstrained Optimization Problems.- Gene Expression Programming Based on Subexpression Library and Clonal Selection.- Correlation between Mutations and Self-adaptation in Evolutionary Programming.- Representations of Evolutionary Electronics.- Section II: Evolutionary Computation.- A Novel Particle Swarm Optimization for Constrained Engineering Optimization Problems.- An Improved Differential Evolution Based on Triple Evolutionary Strategy.- Cluster-Degree Analysis and Velocity Compensation Strategy of PSO.- Combine LHS with MOEA to Optimize Complex Pareto Set MOPs.- Energy-Predicted Shortest Routing Tree Algorithm in Wireless Sensor Networks.- Evolutionary Antenna Design via Modified Normalized GT Algorithm.- Quantitative Cryptanalysis of Six-Round DES Using Evolutionary Algorithms.- Section III: Evolutionary Multi-objective and Dynamic Optimization.- A K-Nearest-Neighbors Pareto Rank Assignment Strategy and Compound Crossover Operator Based NSGA-II and Its Applications on Multi-objective Optimization Functions.- A Multi-objective Differential Evolutionary Algorithm Based on Spacial Distance.- A Novel Opposition-Based Multi-objective Differential Evolution Algorithm for Multi-objective Optimization.- Acquainted Non-convexity Multiresolution Based Optimization for Affine Parameter Estimation in Image Registration.- An Improved Hybrid Multi-objective Particle Swarm Optimization Algorithm.- Application of Ant Colony Optimization Algorithm to Multi-Join Query Optimization.- A Hybrid Algorithm for Vehicle Routing Problem with Time Windows.- Section IV: Evolutionary Learning Systems.- An Architecture Design for Evolvable Computer.- Gene Expression Programming Neural Network for Regression and Classification.- Granular-Based Linguistic Models for Identification of Process System.- Particle Swarm Optimization Applied to Restoration of Electrical Energy Distribution Systems.- Space Regression Analysis on Geochemical Data by the GEP Evolutionary Model Based on Kriging.- Fault Tolerance Improvement through Architecture Change in Artificial Neural Networks.- A Strategic Model for Measuring Agility with Fuzzy Logic.- Section V: Neural Networks.- Comparison on Gradient-Based Neural Dynamics and Zhang Neural Dynamics for Online Solution of Nonlinear Equations.- Competitive Hopfield Neural Network with Periodic Stochastic Dynamics for Partitional Clustering.- Modeling Hysteresis in Piezo Actuator Based on Neural Networks.- Modeling of Grey Neural Network and Its Applications.- On-Line Estimation of Biomass Concentration Based on ANN and Fuzzy C-Means Clustering.- PCA-Based Elman Neural Network Algorithm.- Prediction Model of Water Resources in Mine Area Based on Phase Space Reconstruction and Chaos Neural Network.- Predictive Control Strategy of Hydraulic Turbine Turning System Based on BGNN Neural Network.- The Application of Improved BP Neural Network Algorithm in Lithology Recognition.- Section VI: Classification and Recognition.- A Combined Classification Algorithm Based on C4.5 and NB.- A Keyword Extraction Method Based on Lexical Chains.- A Method of the Extraction of Texture Feature.- A Transductive Learning Method for Interactive Image Segmentation.- A New Approach of Feature Selection for Chinese Web Page Categorization.- Easily Reconfigurable Analytical Fuzzy Predictive Controllers: Actuator Faults Handling.- Incremental Manifold Learning Algorithm Using PCA on Overlapping Local Neighborhoods for Dimensionality Reduction.- Intelligent 3D Face Recognition.- Language Feature Mining for Music Emotion Classification via Supervised Learning from Lyrics.- Section VII: Bioinformatics and Bioengineering.- An Immune Multi-agent System for Network Intrusion Detection.- A Novel Biology-Inspired Virus Detection Model with RVNS.- A Novel Exponential Type Swarming of Foraging and Obstacle-Avoidance Behaviour Modelling and Simulating Research on Collective Motion in Multi-obstacle Environment.- Algorithm of On-Line Handwriting Signature Verification Based on Discrete Fréchet Distance.- Dynamic Model and Numerical Simulation of Particle Motion in Rotation Flow Field of Centrifuge.- Impact on Genetic Algorithm of Different Parameters.- New Fast Decision Tree Classifier for Identifying Protein Coding Regions.- Phase Transition in the Evolution of Artificial Life on Random Networks.- Section VIII: Evolutionary Data Mining and Knowledge Discovery.- A Novel Automatic Parameters Optimization Approach Based on Differential Evolution for Support Vector Regression.- An Improved Gene Expression Programming for Fuzzy Classification.- An Improved K-Means Clustering Algorithm Based on Spectral Method.- E-Means: An Evolutionary Clustering Algorithm.- Finding Motifs of Financial Data Streams in Real Time.- Improve the Accuracy of One Dependence Augmented Naive Bayes by Weighted Attribute.- Multi-Relational Classification in Imbalanced Domains.- Sandstorm Occurrence Frequency Short-Term Prediction Based on Bootstrap Method.- Simplify Multi-valued Decision Trees.- Section IX: Intelligent GIS and Control.- A GIS-Based Evaluation on Sensitivity of Soil Erosion in Yishusi River Watershed.- A New Universal Combinatorial Operation Model with Unequal Weights.- An Observer-Based Neural Network Controller for Chaotic Lorenz System.- Integrated Agent-Based Modeling with GIS for Large Scale Emergency Simulation.- New Research on Harmonics and Reactive Currents Detecting and Its Suppression with ANN in Single-Phase Circuit.- Qualitative Spatio-temporal Reasoning about Moving Objects in Three-Dimensional Space.- The Design of LQR Controller Based on Independent Mode Space for Active Vibration Control.- Section X: Theory of Intelligent Computation.- A Multiagent Genetic Particle Swarm Optimization.- About the Computation Time of Adaptive Evolutionary Algorithms.- Frequency-Domain Adaptive Filtering of Batch Dealing Used for GPS Anti-jamming.- Image Decomposition Based on Curvelet and Wave Atom.- Theoretical and Empirical Analysis of the Learning Rate and Momentum Factor in Neural Network Modeling for Stock Prediction.- Exploring Building Blocks through Crossover.- Section XI: Combinational and Numerical Optimization.- A Chaotic Neural Network Combined Heuristic Strategy for Multidimensional Knapsack Problem.- A New Optimization Algorithm for Weight Optimization.- Combination of Global and Local Search for Real Function Optimization.- Multi-Classifier Systems (MCSs) of Remote Sensing Imagery Classification Based on Texture Analysis.- Particle Swarm Optimization with Dynamic Dimension Crossover for High Dimensional Problems.- Stability Analysis of Discrete Hopfield Neural Networks with Weight Function Matrix.- Hybrid Ant Colony Algorithm and Its Application on Function Optimization.- Section XII: Real-World Applications.- Adaptive Shot Change Detection for Hardware Application.- An Efficient Self Routing Scheme by Using Parent-Child Association for WSNs.- Cryptanalysis of Transposition Cipher Using Simulated Annealing Genetic Algorithm.- Driver Recognition Using Gaussian Mixture Models and Decision Fusion Techniques.- Fast Partial Distortion Elimination Algorithm Using Probability Improvement of Sub-block Uniform Distribution.- PSO Combined with ILS for Flowshop-Based Parallel Task Assignment Problem.- Target Localization for Autonomous Soccer Robot Based on Vision Perception.- Urban Land Classification Research Based on Data Field.- Research and Design of Digital Synthesizer Based on MATLAB.- Integrated Agent-Based Modeling with GIS for Large Scale Emergency Simulation.


Titel: Advances in Computation and Intelligence
Untertitel: Third International Symposium on Intelligence Computation and Applications, ISICA 2008 Wuhan, China, December 19-21, 2008 Proceedings
EAN: 9783540921370
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Veröffentlichung: 14.12.2008
Digitaler Kopierschutz: Wasserzeichen
Dateigrösse: 19.32 MB
Anzahl Seiten: 866

Weitere Bände aus der Buchreihe "Theoretical Computer Science and General Issues"