Advances in Computation and Intelligence (eBook, PDF)

4th International Symposium on Intelligence Computation and Applications, ISICA 2009, Huangshi, China, October 23-25, 2009, Proceedings
Redaktion: Li, Zhenhua

• Format: PDF

Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 554
• Erscheinungstermin: 30. September 2009
• Englisch
• ISBN-13: 9783642048432
• Artikelnr.: 43884764

Inhaltsangabe

Section I: Analysis of Genetic Algorithms.- A Novel Online Test-Sheet Composition Approach Using Genetic Algorithm.- A Route System Based on Genetic Algorithm for Coarse-Grain Reconfigurable Architecture.- Building Trade System by Genetic Algorithm.- Implementation of Parallel Genetic Algorithm Based on CUDA.- Moitf GibbsGA: Sampling Transcription Factor Binding Sites Coupled with PSFM Optimization by GA.- Network Model and Optimization of Medical Waste Reverse Logistics by Improved Genetic Algorithm.- SGEGC: A Selfish Gene Theory Based Optimization Method by Exchanging Genetic Components.- Section II: Computational Intelligence in Engineer Design.- A Novel RM-Based Algorithm for Reversible Circuits.- A Novel Transformation-Based Algorithm for Reversible Logic Synthesis.- Estimation of Distribution Algorithms for the Machine-Part Cell Formation.- Global Exponential Stability of Delayed Neural Networks with Non-lipschitz Neuron Activations and Impulses.- Modeling and Verification of Zhang Neural Networks for Online Solution of Time-Varying Quadratic Minimization and Programming.- New Product Design Based Target Cost Control with BP Neural Network and Genetic Algorithm - A Case Study in Chinese Automobile Industry.- Hard Real Time Task Oriented Power Saving Scheduling Algorithm Based on DVS.- Section III: Optimization and Learning.- A Globally Convergent Smoothing Method for Symmetric Conic Linear Programming.- A New Optimizaiton Algorithm for Function Optimization.- A Point Symmetry-Based Automatic Clustering Approach Using Differential Evolution.- Balanced Learning for Ensembles with Small Neural Networks.- Estimating Geostatistics Variogram Parameters Based on Hybrid Orthogonal Differential Evolution Algorithm.- Memetic Strategies for Global Trajectory Optimisation.- Effects of Similarity-Based Selection on WBMOIA: A Weight-Based Multiobjective Immune Algorithm.- Section IV: Representations and Operators.- A Novel Evolutionary Algorithm Based on Multi-parent Crossover and Space Transformation Search.- An Evolutionary Algorithm and Kalman Filter Hybrid Approach for Integrated Navigation.- Clonal and Cauchy-mutation Evolutionary Algorithm for Global Numerical Optimization.- Construction of Hoare Triples under Generalized Model with Semantically Valid Genetic Operations.- Evaluation of Cobalt-Rich Crust Resources Based on Fractal Characteristics of Seamount Terrain.- Hybridizing Evolutionary Negative Selection Algorithm and Local Search for Large-Scale Satisfiability Problems.- Novel Associative Memory Retrieving Strategies for Evolutionary Algorithms in Dynamic Environments.- Section V: Robust Classification.- An Algorithm of Mining Class Association Rules.- An Empirical Study on Several Classification Algorithms and Their Improvements.- Classification of Imbalanced Data Sets by Using the Hybrid Re-sampling Algorithm Based on Isomap.- Detecting Network Anomalies Using CUSUM and EM Clustering.- Multiobjective Optimization in Mineral Resources Exploitation: Models and Case Studies.- Robust and Efficient Eye Location and Its State Detection.- Section VI: Statistical Learning.- A Neural Network Architecture for Perceptual Grouping, Attention Modulation and Boundary-Surface Interaction.- Adaptive Neighborhood Select Based on Local Linearity for Nonlinear Dimensionality Reduction.- Anti-spam Filters Based on Support Vector Machines.- Multi-attribute Weight Allocation Based on Fuzzy Clustering Analysis and Rough Sets.- Spatio-temporal Model Based on Back Propagation Neural Network for Regional Data in GIS.- Subject Integration and Applications of Neural Networks.- The Convergence Control to the ACO Metaheuristic Using Annotated Paraconsistent Logic.- The Research of Artificial Neural Network on Negative Correlation Learning.- Section VII: Swarm Intelligence.- A Discrete PSO for Multi-objective Optimization in VLSI Floorplanning.- Applying Chaotic Particle Swarm Optimization to the Template Matching Problem.- Cellular PSO: A PSO for Dynamic Environments.- Constrained Layout Optimization Based on Adaptive Particle Swarm Optimizer.- Multi-swarm Particle Swarm Optimizer with Cauchy Mutation for Dynamic Optimization Problems.- Optimization of the Damping of the Rectangular 3-D Braided Composite Based on PSO Algorithm.- Parallel Hybrid Particle Swarm Optimization and Applications in Geotechnical Engineering.- Storage-Based Intrusion Detection Using Artificial Immune Technique.- Section VIII: System Design.- A New Method for Optimal Configuration of Weapon System.- A Secure Routing Algorithm for MANET.- Detection and Defense of Identity Attacks in P2P Network.- License Plate Multi-DSP and Multi-FPGA Design and Realization in Highway Toll System.- QoS Routing Algorithm for Wireless Multimedia Sensor Networks.- Realization of Fingerprint Identification on DSP.- Localization Algorithm of Beacon-Free Node in WSN Based on Probability.- The Method of Knowledge Processing in Intelligent Design System of Products.