Advances in Computation and Intelligence: Third International Symposium on Intelligence Computation and Applications, ISICA 2008 Wuhan, China, December 19-21, 2008 Proceedings

Copertina anteriore
Xuesong Yan
Springer, 14 dic 2008 - 866 pagine
This book constitutes the refereed proceedings of the Third International Symposium on Intelligence Computation and Applications, ISICA 2008, held in Wuhan, China, in December 2008. The 93 revised full papers were carefully reviewed and selected from about 700 submissions. The papers are organized in topical sections on computational intelligence, evolutionary computation, evolutionary multi-objective and dynamic optimization, evolutionary learning systems, neural networks, classification and recognition, bioinformatics and bioengineering, evolutionary data mining and knowledge discovery, intelligent GIS and control, theory of intelligent computation, combinational and numerical optimization, as well as real-world applications.
 

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Sommario

Computational Intelligence
1
Dynamic Clonal and ChaosMutation Evolutionary Algorithm
19
Improved GuoTao Algorithm for Unconstrained Optimization
37
Correlation between Mutations and Selfadaptation in Evolutionary
58
Evolutionary Computation
77
ClusterDegree Analysis and Velocity Compensation Strategy of PSO
98
EnergyPredicted Shortest Routing Tree Algorithm in Wireless Sensor
117
Quantitative Cryptanalysis of SixRound DES Using Evolutionary
134
Algorithm of OnLine Handwriting Signature Verification Based
461
Dynamic Model and Numerical Simulation of Particle Motion
470
Impact on Genetic Algorithm of Different Parameters Xiang Li Qiao Chen and Yanli Li
479
New Fast Decision Tree Classifier for Identifying Protein Coding
489
Phase Transition in the Evolution of Artificial Life on Random
501
Evolutionary Data Mining
510
An Improved Gene Expression Programming for Fuzzy Classification Xiaobo Liu Zhihua Cai and Wenyin Gong
520
An Improved KMeans Clustering Algorithm Based on Spectral
530

A Multiobjective Differential Evolutionary Algorithm Based on Spacial
152
Acquainted Nonconvexity Multiresolution Based Optimization
171
Application of Ant Colony Optimization Algorithm to MultiJoin
189
A Hybrid Algorithm for Vehicle Routing Problem with Time
198
Gene Expression Programming Neural Network for Regression
212
Particle Swarm Optimization Applied to Restoration of Electrical
228
Fault Tolerance Improvement through Architecture Change in Artificial
248
Neural Networks
269
Modeling Hysteresis in Piezo Actuator Based on Neural Networks
290
OnLine Estimation of Biomass Concentration Based on ANN
306
Prediction Model of Water Resources in Mine Area Based on Phase
322
The Application of Improved BP Neural Network Algorithm
342
A Keyword Extraction Method Based on Lexical Chains
360
A Transductive Learning Method for Interactive Image Segmentation
378
Actuator
396
Intelligent 3D Face Recognition
416
Language Feature Mining for Music Emotion Classification
426
Bioinformatics and Bioengineering
436
A Novel BiologyInspired Virus Detection Model with RVNS Renchao Qin Tao Li and Yu Zhang
446
A Novel Exponential Type Swarming of Foraging
454
Finding Motifs of Financial Data Streams in Real Time
546
MultiRelational Classification in Imbalanced Domains
562
Simplify Multivalued Decision Trees
581
A New Universal Combinatorial Operation Model with Unequal
599
Integrated AgentBased Modeling with GIS for Large Scale Emergency
618
Qualitative Spatiotemporal Reasoning about Moving Objects
637
The Design of LQR Controller Based on Independent Mode Space
649
About the Computation Time of Adaptive Evolutionary Algorithms
669
Image Decomposition Based on Curvelet and Wave Atom
687
Exploring Building Blocks through Crossover
707
A New Optimization Algorithm for Weight Optimization
723
MultiClassifier Systems MCSs of Remote Sensing Imagery
740
Stability Analysis of Discrete Hopfield Neural Networks with Weight
760
RealWorld Applications
778
Cryptanalysis of Transposition Cipher Using Simulated Annealing
795
Fast Partial Distortion Elimination Algorithm Using Probability
812
Target Localization for Autonomous Soccer Robot Based on Vision
831
Research and Design of Digital Synthesizer Based on MATLAB
849
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