Advances in Computation and Intelligence: 4th International Symposium on Intelligence Computation and Applications, Isica 2009, Huangshi, China, Octob

ISBN-13: 9783642048425 / Angielski / Miękka / 2009 / 554 str.

Zhihua Cai

Opis

VolumesofLNCS 5821andCCIS51aretheproceedingsofthe 4thInternational Symposium on Intelligence Computation and Applications (ISICA 2009) held in Huangshi, China, October 23-25, 2009. These two volumes are in memory of Prof. Lishan Kang, the ISICA 2009 Honorary General Chair, who was a leading ?gurein the ?elds of domain decomposition methods and computational intelligence. ISICA 2009 successfully attracted over 300 submissions. Through rigorous reviews, 58 high-quality papers were included in LNCS 5821, while the other 54 papers were collected in CCIS 51. ISICA conferencesare one of the ?rst series of internationalconferencesoncomputationalintelligencethatcombineelementsof learning, adaptation, evolution and fuzzy logic to create programsas alternative solutions to arti?cial intelligence. The last three ISICA proceedings have been accepted in the Index to Scienti?c and Technical Proceedings (ISTP) and/or Engineering Information (EI). Following the success of the past three ISICA events, ISICA 2009 made good progress in the analysis and design of newly developed methods in the ?eld of computationalintelligence. ISICA 2009featured the most up-to-dateresearchin analysisandtheoryofevolutionaryalgorithms, neuralnetworkarchitecturesand learning, fuzzy logic and control, predictive modeling for robust classi?cation, swarm intelligence, evolutionary system design, evolutionary image analysis and signal processing, and computational intelligence in engineering design. ISICA 2009 provided a venue to foster technical exchanges, renew everlasting frie- ships, and establish new connections.

Spis treści

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.