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Advances in Computation and Intelligence [electronic resource] : Second International Symposium, ISICA 2007 Wuhan, China, September 21-23, 2007 Proceedings / edited by Lishan Kang, Yong Liu, Sanyou Zeng.

By: Contributor(s): Material type: TextTextSeries: Lecture Notes in Computer Science ; 4683Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007Description: XVII, 663 p. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783540745815
Subject(s): Additional physical formats: Printed edition:: No titleDDC classification:
  • 005.743 23
LOC classification:
  • QA75.5-76.95
Online resources:
Contents:
Multiobjective Evolutionary Optimization -- A New Evolutionary Decision Theory for Many-Objective Optimization Problems -- A Multi-Objective Genetic Algorithm Based on Density -- Interplanetary Trajectory Optimization with Swing-Bys Using Evolutionary Multi-objective Optimization -- A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization -- Study on Application of Multi-Objective Differential Evolution Algorithm in Space Rendezvous -- The Multi-objective ITO Algorithms -- An Evolutionary Algorithm for Dynamic Multi-Objective TSP -- The Construction of Dynamic Multi-objective Optimization Test Functions -- An Effective Dynamical Multi-objective Evolutionary Algorithm for Solving Optimization Problems with High Dimensional Objective Space -- Evolutionary Algorithms and Operators -- Operator Adaptation in Evolutionary Programming -- A Comparison of GAs Using Penalizing Infeasible Solutions and Repairing Infeasible Solutions on Average Capacity Knapsack -- About the Limit Behaviors of the Transition Operators Associated with EAs -- Differential Evolution Algorithm Based on Simulated Annealing -- A Novel Memetic Algorithm for Global Optimization Based on PSO and SFLA -- Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation -- A Granular Evolutionary Algorithm Based on Cultural Evolution -- A Self-adaptive Mutations with Multi-parent Crossover Evolutionary Algorithm for Solving Function Optimization Problems -- Evolutionary Optimization -- A Quantum Genetic Simulated Annealing Algorithm for Task Scheduling -- Optimized Research of Resource Constrained Project Scheduling Problem Based on Genetic Algorithms -- An Evolutionary Agent System for Mathematical Programming -- Agent-Based Coding GA and Application to Combat Modeling and Simulation -- A Two-Stage Genetic Algorithm for the Multi-multicast Routing -- A Novel Lower-Dimensional-Search Algorithm for Numerical Optimization -- Performance Evaluation of Three Kinds of Quantum Optimization -- An Efficient Multilevel Algorithm for Inverse Scattering Problem -- Evolutionary Learning -- A New Evolutionary Neural Network and Its Application for the Extraction of Vegetation Anomalies -- Dynamic System Evolutionary Modeling: The Case of SARS in Beijing -- An Tableau Automated Theorem Proving Method Using Logical Reinforcement Learning -- Gene Expression Programming with DAG Chromosome -- Neural Networks -- Zhang Neural Network for Online Solution of Time-Varying Sylvester Equation -- A Global Optimization Algorithm Based on Novel Interval Analysis for Training Neural Networks -- Approximate Interpolation by Neural Networks with the Inverse Multiquadric Functions -- Decomposition Mixed Pixel of Remote Sensing Image Based on Tray Neural Network Model -- A Novel Kernel Clustering Algorithm Based Selective Neural Network Ensemble Model for Economic Forecasting -- An Evolutionary Neural Network Based Tracking Control of a Human Arm in the Sagittal Plane -- Ant Colony, Particle Swarm Optimization and Artificial Immune Systems -- New Ant Colony Optimization for Optimum Multiuser Detection Problem in DS-CDMA Systems -- A Fast Particle Swarm Optimization Algorithm with Cauchy Mutation and Natural Selection Strategy -- Fast Multi-swarm Optimization with Cauchy Mutation and Crossover Operation -- Particle Swarm Optimization Using Lévy Probability Distribution -- Re-diversification Based Particle Swarm Algorithm with Cauchy Mutation -- An Improved Multi-Objective Particle Swarm Optimization Algorithm -- Dynamic Population Size Based Particle Swarm Optimization -- An Improved Particle Swarm Optimization for Data Streams Scheduling on Heterogeneous Cluster -- A Steepest Descent Evolution Immune Algorithm for Multimodal Function Optimization -- A Hybrid Clonal Selection Algorithm Based on Multi-parent Crossover and Chaos Search -- Pattern Recognition -- Spatial Clustering Method Based on Cloud Model and Data Field -- Diversity Analysis of Information Pattern and Information Clustering Algorithm -- Instant Message Clustering Based on Extended Vector Space Model -- Continuous K-Nearest Neighbor Queries for Moving Objects -- Texture Classification of Aerial Image Based on Bayesian Networks with Hidden Nodes -- Human Motion Recognition Based on Hidden Markov Models -- Data Mining -- Parameter Setting for Evolutionary Latent Class Clustering -- Automatic Data Mining by Asynchronous Parallel Evolutionary Algorithms -- Texture Image Retrieval Based on Contourlet Coefficient Modeling with Generalized Gaussian Distribution -- Heterogeneous Spatial Data Mining Based on Grid -- A Clustering Scheme for Large High-Dimensional Document Datasets -- Intelligent Systems -- Self-tuning PID Control of Hydro-turbine Governor Based on Genetic Neural Networks -- Adaptive Rate Selection Scheme Based on Intelligent Learning Algorithm in Wireless LANs -- The Research on Generic Project Risk Element Network Transmission Parallel Computing Model -- On the Performance of Metamodel Assisted MOEA/D -- A High Precision OGC Web Map Service Retrieval Based on Capability Aware Spatial Search Engine -- Analysis of the Performance of Balance of Digital Multi-value Based on Chebyshev Chaotic Sequence -- The Transformation Between Fuzzy Cognitive Maps and a Class of Simplified Dynamical Cognitive Networks -- Evolutionary Design -- Cryptanalysis of Two-Round DES Using Genetic Algorithms -- A Novel Artistic Image Generation Technique: Making Relief Effects Through Evolution -- Data Genome: An Abstract Model for Data Evolution -- Intrinsic Evolution of Frequency Splitter with a New Analog EHW Platform -- Towards the Role of Heuristic Knowledge in EA -- Using Instruction Matrix Based Genetic Programming to Evolve Programs -- Fuzzy Pattern Rule Induction for Information Extraction -- An Orthogonal and Model Based Multiobjective Genetic Algorithm for LEO Regional Satellite Constellation Optimization.
In: Springer eBooksSummary: We are proud to introduce the proceedings of the 2nd International Sym- sium on Intelligence Computation and Applications (ISICA 2007) held in China University of Geosciences (Wuhan), China, September 21–23, 2007. ISICA 2007 successfully attracted nearly 1000 submissions. After rigorous reviews, 71 hi- quality papers were included in the proceedings of ISICA 2007. The 1st International Symposium on Intelligence Computation and Appli- tions (ISICA 2005) held in Wuhan, April 4–6, 2005 was organized by the School of Computer Science, China University of Geosciences. It was a great success with over 100 participants, including a number of invited speakers. The p- ceedings of ISICA 2005 have a number of special features including uniqueness, newness, successfulness, and broadness. The proceedings of ISICA 2005 have also been accepted in the Index to Scienti?c and Technical Proceedings. Following the success of ISICA 2005, ISICA 2007 focused on research on computational intelligence in analyzing and processing massive real-time data. ISICA 2007 featured the most up-to-date research on multiobjective evoluti- aryoptimization, evolutionaryalgorithmsand operators,evolutionaryoptimi- tion, evolutionary learning, neural networks, ant colony and arti?cial immune systems, particle swarm optimization, pattern recognition, data mining, int- ligent systems, and evolutionary design. ISICA 2007 also provided a venue to foster technical exchanges, renew everlasting friendships, and establish new connections.
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Multiobjective Evolutionary Optimization -- A New Evolutionary Decision Theory for Many-Objective Optimization Problems -- A Multi-Objective Genetic Algorithm Based on Density -- Interplanetary Trajectory Optimization with Swing-Bys Using Evolutionary Multi-objective Optimization -- A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization -- Study on Application of Multi-Objective Differential Evolution Algorithm in Space Rendezvous -- The Multi-objective ITO Algorithms -- An Evolutionary Algorithm for Dynamic Multi-Objective TSP -- The Construction of Dynamic Multi-objective Optimization Test Functions -- An Effective Dynamical Multi-objective Evolutionary Algorithm for Solving Optimization Problems with High Dimensional Objective Space -- Evolutionary Algorithms and Operators -- Operator Adaptation in Evolutionary Programming -- A Comparison of GAs Using Penalizing Infeasible Solutions and Repairing Infeasible Solutions on Average Capacity Knapsack -- About the Limit Behaviors of the Transition Operators Associated with EAs -- Differential Evolution Algorithm Based on Simulated Annealing -- A Novel Memetic Algorithm for Global Optimization Based on PSO and SFLA -- Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation -- A Granular Evolutionary Algorithm Based on Cultural Evolution -- A Self-adaptive Mutations with Multi-parent Crossover Evolutionary Algorithm for Solving Function Optimization Problems -- Evolutionary Optimization -- A Quantum Genetic Simulated Annealing Algorithm for Task Scheduling -- Optimized Research of Resource Constrained Project Scheduling Problem Based on Genetic Algorithms -- An Evolutionary Agent System for Mathematical Programming -- Agent-Based Coding GA and Application to Combat Modeling and Simulation -- A Two-Stage Genetic Algorithm for the Multi-multicast Routing -- A Novel Lower-Dimensional-Search Algorithm for Numerical Optimization -- Performance Evaluation of Three Kinds of Quantum Optimization -- An Efficient Multilevel Algorithm for Inverse Scattering Problem -- Evolutionary Learning -- A New Evolutionary Neural Network and Its Application for the Extraction of Vegetation Anomalies -- Dynamic System Evolutionary Modeling: The Case of SARS in Beijing -- An Tableau Automated Theorem Proving Method Using Logical Reinforcement Learning -- Gene Expression Programming with DAG Chromosome -- Neural Networks -- Zhang Neural Network for Online Solution of Time-Varying Sylvester Equation -- A Global Optimization Algorithm Based on Novel Interval Analysis for Training Neural Networks -- Approximate Interpolation by Neural Networks with the Inverse Multiquadric Functions -- Decomposition Mixed Pixel of Remote Sensing Image Based on Tray Neural Network Model -- A Novel Kernel Clustering Algorithm Based Selective Neural Network Ensemble Model for Economic Forecasting -- An Evolutionary Neural Network Based Tracking Control of a Human Arm in the Sagittal Plane -- Ant Colony, Particle Swarm Optimization and Artificial Immune Systems -- New Ant Colony Optimization for Optimum Multiuser Detection Problem in DS-CDMA Systems -- A Fast Particle Swarm Optimization Algorithm with Cauchy Mutation and Natural Selection Strategy -- Fast Multi-swarm Optimization with Cauchy Mutation and Crossover Operation -- Particle Swarm Optimization Using Lévy Probability Distribution -- Re-diversification Based Particle Swarm Algorithm with Cauchy Mutation -- An Improved Multi-Objective Particle Swarm Optimization Algorithm -- Dynamic Population Size Based Particle Swarm Optimization -- An Improved Particle Swarm Optimization for Data Streams Scheduling on Heterogeneous Cluster -- A Steepest Descent Evolution Immune Algorithm for Multimodal Function Optimization -- A Hybrid Clonal Selection Algorithm Based on Multi-parent Crossover and Chaos Search -- Pattern Recognition -- Spatial Clustering Method Based on Cloud Model and Data Field -- Diversity Analysis of Information Pattern and Information Clustering Algorithm -- Instant Message Clustering Based on Extended Vector Space Model -- Continuous K-Nearest Neighbor Queries for Moving Objects -- Texture Classification of Aerial Image Based on Bayesian Networks with Hidden Nodes -- Human Motion Recognition Based on Hidden Markov Models -- Data Mining -- Parameter Setting for Evolutionary Latent Class Clustering -- Automatic Data Mining by Asynchronous Parallel Evolutionary Algorithms -- Texture Image Retrieval Based on Contourlet Coefficient Modeling with Generalized Gaussian Distribution -- Heterogeneous Spatial Data Mining Based on Grid -- A Clustering Scheme for Large High-Dimensional Document Datasets -- Intelligent Systems -- Self-tuning PID Control of Hydro-turbine Governor Based on Genetic Neural Networks -- Adaptive Rate Selection Scheme Based on Intelligent Learning Algorithm in Wireless LANs -- The Research on Generic Project Risk Element Network Transmission Parallel Computing Model -- On the Performance of Metamodel Assisted MOEA/D -- A High Precision OGC Web Map Service Retrieval Based on Capability Aware Spatial Search Engine -- Analysis of the Performance of Balance of Digital Multi-value Based on Chebyshev Chaotic Sequence -- The Transformation Between Fuzzy Cognitive Maps and a Class of Simplified Dynamical Cognitive Networks -- Evolutionary Design -- Cryptanalysis of Two-Round DES Using Genetic Algorithms -- A Novel Artistic Image Generation Technique: Making Relief Effects Through Evolution -- Data Genome: An Abstract Model for Data Evolution -- Intrinsic Evolution of Frequency Splitter with a New Analog EHW Platform -- Towards the Role of Heuristic Knowledge in EA -- Using Instruction Matrix Based Genetic Programming to Evolve Programs -- Fuzzy Pattern Rule Induction for Information Extraction -- An Orthogonal and Model Based Multiobjective Genetic Algorithm for LEO Regional Satellite Constellation Optimization.

We are proud to introduce the proceedings of the 2nd International Sym- sium on Intelligence Computation and Applications (ISICA 2007) held in China University of Geosciences (Wuhan), China, September 21–23, 2007. ISICA 2007 successfully attracted nearly 1000 submissions. After rigorous reviews, 71 hi- quality papers were included in the proceedings of ISICA 2007. The 1st International Symposium on Intelligence Computation and Appli- tions (ISICA 2005) held in Wuhan, April 4–6, 2005 was organized by the School of Computer Science, China University of Geosciences. It was a great success with over 100 participants, including a number of invited speakers. The p- ceedings of ISICA 2005 have a number of special features including uniqueness, newness, successfulness, and broadness. The proceedings of ISICA 2005 have also been accepted in the Index to Scienti?c and Technical Proceedings. Following the success of ISICA 2005, ISICA 2007 focused on research on computational intelligence in analyzing and processing massive real-time data. ISICA 2007 featured the most up-to-date research on multiobjective evoluti- aryoptimization, evolutionaryalgorithmsand operators,evolutionaryoptimi- tion, evolutionary learning, neural networks, ant colony and arti?cial immune systems, particle swarm optimization, pattern recognition, data mining, int- ligent systems, and evolutionary design. ISICA 2007 also provided a venue to foster technical exchanges, renew everlasting friendships, and establish new connections.

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