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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Cai, Zhihua (Επιμελητής έκδοσης), Hu, Chengyu (Επιμελητής έκδοσης), Kang, Zhuo (Επιμελητής έκδοσης), Liu, Yong (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Σειρά: Lecture Notes in Computer Science, 6382
• Θέματα: Computer science.; Computers.; Algorithms.; Artificial intelligence.; Computer simulation.; Bioinformatics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Information Systems Applications (incl. Internet).; Computation by Abstract Devices.; Algorithm Analysis and Problem Complexity.; Simulation and Modeling.; Computational Biology/Bioinformatics.

 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.