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Advances in computation and intelligence : third international symposium, ISICA 2008, Wuhan, China, December 19-21, 2008 ; proceedings

Author: Lishan Kang
Publisher: Berlin : Springer, 2008.
Series: Lecture notes in computer science, 5370.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Summary:

Constitutes the refereed proceedings of the Third International Symposium on Intelligence Computation and Applications, ISICA 2008, held in Wuhan, China, in December 2008. The papers are organized in  Read more...

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Genre/Form: Conference papers and proceedings
Kongress
Wuhan (2008)
Congresses
Material Type: Conference publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Lishan Kang
ISBN: 9783540921363 3540921362
OCLC Number: 290438885
Notes: International conference proceedings.
Description: xviii, 861 pages : illustrations ; 24 cm.
Contents: 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 Frechet 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.
Series Title: Lecture notes in computer science, 5370.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Responsibility: Lishan Kang [and others] (eds.).

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