This book constitutes the refereed proceedings of the Second International Symposium on Intelligence Computation and Applications, ISICA 2007, held in Wuhan, China, in September 2007. The 71 revised full papers were carefully reviewed and selected from nearly a thousand submissions. The topics include evolutionary computation, evolutionary learning, neural networks, swarms, pattern recognition, data mining and others.
Author(s): Zhuo Kang, Lishan Kang, Xiufen Zou, Minzhong Liu, Changhe Li, Ming Yang, Yan Li (auth.), Lishan Kang, Yong Liu, Sanyou Zeng (eds.)
Series: Lecture Notes in Computer Science 4683 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2007
Language: English
Pages: 666
Tags: Models and Principles; Data Mining and Knowledge Discovery; Artificial Intelligence (incl. Robotics); Simulation and Modeling; Computer Imaging, Vision, Pattern Recognition and Graphics; Computational Biology/Bioinformatics
Front Matter....Pages -
A New Evolutionary Decision Theory for Many-Objective Optimization Problems....Pages 1-11
A Multi-Objective Genetic Algorithm Based on Density....Pages 12-25
Interplanetary Trajectory Optimization with Swing-Bys Using Evolutionary Multi-objective Optimization....Pages 26-35
A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization....Pages 36-45
Study on Application of Multi-Objective Differential Evolution Algorithm in Space Rendezvous....Pages 46-52
The Multi-objective ITO Algorithms....Pages 53-61
An Evolutionary Algorithm for Dynamic Multi-Objective TSP....Pages 62-71
The Construction of Dynamic Multi-objective Optimization Test Functions....Pages 72-79
An Effective Dynamical Multi-objective Evolutionary Algorithm for Solving Optimization Problems with High Dimensional Objective Space....Pages 80-89
Operator Adaptation in Evolutionary Programming....Pages 90-99
A Comparison of GAs Using Penalizing Infeasible Solutions and Repairing Infeasible Solutions on Average Capacity Knapsack....Pages 100-109
About the Limit Behaviors of the Transition Operators Associated with EAs....Pages 110-119
Differential Evolution Algorithm Based on Simulated Annealing....Pages 120-126
A Novel Memetic Algorithm for Global Optimization Based on PSO and SFLA....Pages 127-136
Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation....Pages 137-146
A Granular Evolutionary Algorithm Based on Cultural Evolution....Pages 147-156
A Self-adaptive Mutations with Multi-parent Crossover Evolutionary Algorithm for Solving Function Optimization Problems....Pages 157-168
A Quantum Genetic Simulated Annealing Algorithm for Task Scheduling....Pages 169-176
Optimized Research of Resource Constrained Project Scheduling Problem Based on Genetic Algorithms....Pages 177-186
An Evolutionary Agent System for Mathematical Programming....Pages 187-196
Agent-Based Coding GA and Application to Combat Modeling and Simulation....Pages 197-203
A Two-Stage Genetic Algorithm for the Multi-multicast Routing....Pages 204-213
A Novel Lower-Dimensional-Search Algorithm for Numerical Optimization....Pages 214-223
Performance Evaluation of Three Kinds of Quantum Optimization....Pages 224-233
An Efficient Multilevel Algorithm for Inverse Scattering Problem....Pages 234-242
A New Evolutionary Neural Network and Its Application for the Extraction of Vegetation Anomalies....Pages 243-252
Dynamic System Evolutionary Modeling: The Case of SARS in Beijing....Pages 253-261
An Tableau Automated Theorem Proving Method Using Logical Reinforcement Learning....Pages 262-270
Gene Expression Programming with DAG Chromosome....Pages 271-275
Zhang Neural Network for Online Solution of Time-Varying Sylvester Equation....Pages 276-285
A Global Optimization Algorithm Based on Novel Interval Analysis for Training Neural Networks....Pages 286-295
Approximate Interpolation by Neural Networks with the Inverse Multiquadric Functions....Pages 296-304
Decomposition Mixed Pixel of Remote Sensing Image Based on Tray Neural Network Model....Pages 305-309
A Novel Kernel Clustering Algorithm Based Selective Neural Network Ensemble Model for Economic Forecasting....Pages 310-315
An Evolutionary Neural Network Based Tracking Control of a Human Arm in the Sagittal Plane....Pages 316-325
New Ant Colony Optimization for Optimum Multiuser Detection Problem in DS-CDMA Systems....Pages 326-333
A Fast Particle Swarm Optimization Algorithm with Cauchy Mutation and Natural Selection Strategy....Pages 334-343
Fast Multi-swarm Optimization with Cauchy Mutation and Crossover Operation....Pages 344-352
Particle Swarm Optimization Using Lévy Probability Distribution....Pages 353-361
Re-diversification Based Particle Swarm Algorithm with Cauchy Mutation....Pages 362-371
An Improved Multi-Objective Particle Swarm Optimization Algorithm....Pages 372-381
Dynamic Population Size Based Particle Swarm Optimization....Pages 382-392
An Improved Particle Swarm Optimization for Data Streams Scheduling on Heterogeneous Cluster....Pages 393-400
A Steepest Descent Evolution Immune Algorithm for Multimodal Function Optimization....Pages 401-410
A Hybrid Clonal Selection Algorithm Based on Multi-parent Crossover and Chaos Search....Pages 411-419
Spatial Clustering Method Based on Cloud Model and Data Field....Pages 420-427
Diversity Analysis of Information Pattern and Information Clustering Algorithm....Pages 428-434
Instant Message Clustering Based on Extended Vector Space Model....Pages 435-443
Continuous K-Nearest Neighbor Queries for Moving Objects....Pages 444-453
Texture Classification of Aerial Image Based on Bayesian Networks with Hidden Nodes....Pages 454-463
Human Motion Recognition Based on Hidden Markov Models....Pages 464-471
Parameter Setting for Evolutionary Latent Class Clustering....Pages 472-484
Automatic Data Mining by Asynchronous Parallel Evolutionary Algorithms....Pages 485-492
Texture Image Retrieval Based on Contourlet Coefficient Modeling with Generalized Gaussian Distribution....Pages 493-502
Heterogeneous Spatial Data Mining Based on Grid....Pages 503-510
A Clustering Scheme for Large High-Dimensional Document Datasets....Pages 511-519
Self-tuning PID Control of Hydro-turbine Governor Based on Genetic Neural Networks....Pages 520-528
Adaptive Rate Selection Scheme Based on Intelligent Learning Algorithm in Wireless LANs....Pages 529-538
The Research on Generic Project Risk Element Network Transmission Parallel Computing Model....Pages 539-546
On the Performance of Metamodel Assisted MOEA/D....Pages 547-557
A High Precision OGC Web Map Service Retrieval Based on Capability Aware Spatial Search Engine....Pages 558-567
Analysis of the Performance of Balance of Digital Multi-value Based on Chebyshev Chaotic Sequence....Pages 568-574
The Transformation Between Fuzzy Cognitive Maps and a Class of Simplified Dynamical Cognitive Networks....Pages 575-582
Cryptanalysis of Two-Round DES Using Genetic Algorithms....Pages 583-590
A Novel Artistic Image Generation Technique: Making Relief Effects Through Evolution....Pages 591-600
Data Genome: An Abstract Model for Data Evolution....Pages 601-610
Intrinsic Evolution of Frequency Splitter with a New Analog EHW Platform....Pages 611-620
Towards the Role of Heuristic Knowledge in EA....Pages 621-630
Using Instruction Matrix Based Genetic Programming to Evolve Programs....Pages 631-640
Fuzzy Pattern Rule Induction for Information Extraction....Pages 641-651
An Orthogonal and Model Based Multiobjective Genetic Algorithm for LEO Regional Satellite Constellation Optimization....Pages 652-660
Back Matter....Pages -
