Advances in Computation and Intelligence: 5th International Symposium, ISICA 2010, Wuhan, China, October 22-24, 2010, Proceedings

ISBN-13: 9783642164927 / Angielski / Miękka / 2010 / 536 str.

Jingnan Liu; Chengyu Hu; Zhuo Kang

Opis

Constitutes the proceedings of the 5th International Symposium, ISICA 2010, held in Wuhan, China, in October 2010.

Spis treści

Section I: Ant Colony and Particle Swarm Optimization.- A Discrete PSO-Based Fault-Tolerant Topology Control Scheme in Wireless Sensor Networks.- Retracted: Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System.- GPS Height Fitting Using Gene Expression Programming.- Parameter Evolution for a Particle Swarm Optimization Algorithm.- The Ant Colony Optimization Algorithm for Multiobjective Optimization Non-compensation Model Problem Staff Selection.- Section II: Differential Evolution.- A New Self-adaption Differential Evolution Algorithm Based Component Model.- A Novel Interpolation Method Based on Differential Evolution-Simplex Algorithm Optimized Parameters for Support Vector Regression.- A Variant of Differential Evolution Based on Permutation Regulation Mechanism.- Differential Evolution Based Band Selection in Hyperspectral Data Classification.- Diversity Analysis of Opposition-Based Differential Evolution—An Experimental Study.- Hybrid Differential Evolution Algorithm with Chaos and Generalized Opposition-Based Learning.- Self-adapting Differential Evolution Algorithm with Chaos Random for Global Numerical Optimization.- Section III: Distributed Computing.- A Concurrent-Hybrid Evolutionary Algorithms with Multi-child Differential Evolution and Guotao Algorithm Based on Cultural Algorithm Framework.- A Hierarchical Distributed Evolutionary Algorithm to TSP.- A New Distributed Node Localization Scheme Using a Mobile Beacon.- A Novel Multi-Population Genetic Algorithm for Multiple-Choice Multidimensional Knapsack Problems.- Comparative Analysis for k-Means Algorithms in Network Community Detection.- Framework for Distributed Evolutionary Algorithms in Computational Grids.- Section IV: Genetic Algorithms.- A Review of Tournament Selection in Genetic Programming.- Genetic Algorithm for Mixed Chinese Postman Problem.- Hybrid Evolutionary Algorithms Design Based on Their Advantages.- Hybridized Optimization Genetic Algorithm for QOS-Based Multicast Routing Problem.- Retroviral Iterative Genetic Algorithm for Real Parameter Function Optimization Problems.- The RM-MEDA Based on Elitist Strategy.- Section V: Multi-agent Systems.- A Proactive Perception Model in Agent-Based Software Integration and Evolution.- Algorithmic Trading Strategy Optimization Based on Mutual Information Entropy Based Clustering.- An Improved Similarity Algorithm Based on Hesitation Degree for User-Based Collaborative Filtering.- Intrusion Detection System Based on Support Vector Machine Active Learning and Data Fusion.- Long-Distant Pipeline Emergency Command Decision-Making System Based on Agent.- Sales Forecasting Based on ERP System through BP Neural Networks.- Section VI: Multi-objective and Dynamic Optimization.- Capacity Allocation Policy of Third Party Warehousing with Dynamic Optimization.- Dynamical Multi-objective Optimization Using Evolutionary Algorithm for Engineering.- Faster Convergence and Higher Hypervolume for Multi-objective Evolutionary Algorithms by Orthogonal and Uniform Design.- Multi-objective Fuzzy Clustering Method for Image Segmentation Based on Variable-Length Intelligent Optimization Algorithm.- Perspectives in Dynamic Optimization Evolutionary Algorithm.- Section VII: Robot Intelligence.- A Real Time Vision-Based Hand Gestures Recognition System.- A Virtual Robot Arm Model with Force Feedback and Contact States Identification.- Improving Reading Comprehension Using Knowledge Model.- Modular Robot Path Planning Using Genetic Algorithm Based on Gene Pool.- Pathfinder Based on Simulated Annealing for Solving Placement and Routing Problem.- Section VIII: Statistical Learning.- Application of Data Mining in Multi-Geological-Factor Analysis.- Applying an Artificial Neural Network to Building Reconstruction.- Fast Dimension Reduction Based on NMF.- Frequent Words’ Grammar Information in Chinese Chunking.- Multilabel Classification Using Error Correction Codes.- Test-Cost Sensitive Classification Using Greedy Algorithm on Training Data.- Section IX: System Design.- 3-D Magnetotelluric Adaptive Finite-Element Modeling.- A Study on Modeling Evolutionary Antenna Based on ST-5 Antenna and NEC2.- A Synthesis of Four-Branch Microwave Antenna by Evolution Algorithm and Orthogonal Experiment.- Band Structures of Multilayer Films with Randomness.- Fast Principal Component Analysis Based on Hardware Architecture of Generalized Hebbian Algorithm.- The Data-Based Mathematical Modeling and Parameter Identification in JAK-STAT Signaling Pathway by Using a Hybrid Evolutionary Algorithm.- The Research on the Intelligent Interpreter for ISO 14649 Programs.- Erratum.- Erratum: Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System.