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Advances in Computation and Intelligence [[electronic resource] ] : 5th International Symposium, ISICA 2010, Wuhan, China, October 22-24, 2010, Proceedings / / edited by Zhihua Cai, Chengyu Hu, Zhuo Kang, Yong Liu
| Advances in Computation and Intelligence [[electronic resource] ] : 5th International Symposium, ISICA 2010, Wuhan, China, October 22-24, 2010, Proceedings / / edited by Zhihua Cai, Chengyu Hu, Zhuo Kang, Yong Liu |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XV, 536 p. 227 illus.) |
| Disciplina | 006.3 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Application software Computer science Algorithms Computer simulation Bioinformatics Artificial Intelligence Computer and Information Systems Applications Theory of Computation Computer Modelling Computational and Systems Biology |
| ISBN |
1-280-38997-4
9786613567895 3-642-16493-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNISA-996465678703316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in computation and intelligence : 5th international symposium, ISICA 2010, Wuhan, China, October 22-24, 2010, proceedings / / Zhihua Cai ... [et al.], (eds.)
| Advances in computation and intelligence : 5th international symposium, ISICA 2010, Wuhan, China, October 22-24, 2010, proceedings / / Zhihua Cai ... [et al.], (eds.) |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | New York, : Springer, 2010 |
| Descrizione fisica | 1 online resource (XV, 536 p. 227 illus.) |
| Disciplina | 006.3 |
| Altri autori (Persone) | CaiZhihua |
| Collana |
Lecture notes in computer science
LNCS sublibrary. SL 1, Theoretical computer science and general issues |
| Soggetto topico |
Computational intelligence
Evolutionary computation Artificial intelligence Machine learning Computer science |
| ISBN |
1-280-38997-4
9786613567895 3-642-16493-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | section 1. Ant colony and particle swarm optimization -- section 2. Differential evolution -- section 3. Distributed computing -- section 4. Genetic algorithms -- section 5. Multi-agent systems -- section 6. Multi-objective and dynamic optimization -- section 7. Robot intelligence -- section 8. Statistical learning -- section 9. System design. |
| Record Nr. | UNINA-9910484203203321 |
| New York, : Springer, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in computation and intelligence : 4th international symposium, ISICA 2009, Huangshi, China, October 23-25, 2009 : proceedings / / Zhihua Cai ... [et al.] (eds.)
| Advances in computation and intelligence : 4th international symposium, ISICA 2009, Huangshi, China, October 23-25, 2009 : proceedings / / Zhihua Cai ... [et al.] (eds.) |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, : Springer, c2009 |
| Descrizione fisica | 1 online resource (XIV, 554 p.) |
| Disciplina | 006.3 |
| Altri autori (Persone) | CaiZhihua |
| Collana |
Lecture notes in computer science
LNCS sublibrary. SL 1, Theoretical computer science and general issues |
| Soggetto topico |
Computational intelligence
Evolutionary computation Artificial intelligence Machine learning Computer science |
| ISBN | 3-642-04843-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Altri titoli varianti | ISICA 2009 |
| Record Nr. | UNINA-9910482974403321 |
| Berlin, : Springer, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||