Advances in Computation and Intelligence: Third International Symposium on Intelligence Computation and Applications, ISICA 2008 Wuhan, China, December 19-21, 2008 ProceedingsXuesong 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. |
Sommario
| 1 | |
| 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 |
An Improved Gene Expression Programming for Fuzzy Classification | 520 |
An Improved KMeans Clustering Algorithm Based on Spectral | 530 |
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 |
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 Jiazhen Xu Xinmeng Chen Yang Wei and Xuejuan Huang | 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 | 446 |
A Novel Exponential Type Swarming of Foraging | 454 |
Algorithm of OnLine Handwriting Signature Verification Based | 461 |
Dynamic Model and Numerical Simulation of Particle Motion | 470 |
Impact on Genetic Algorithm of Different Parameters | 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 |
The Design of LQR Controller Based on Independent Mode Space | 649 |
Theory of Intelligent Computation | 659 |
About the Computation Time of Adaptive Evolutionary Algorithms Lixin Ding and Jinghu Yu | 669 |
FrequencyDomain Adaptive Filtering of Batch Dealing Used for | 680 |
Image Decomposition Based on Curvelet and Wave Atom | 687 |
Theoretical and Empirical Analysis of the Learning Rate | 697 |
Exploring Building Blocks through Crossover | 707 |
Combinational and Numerical | 713 |
A New Optimization Algorithm for Weight Optimization Hui Li and Xuesong Yan | 723 |
Combination of Global and Local Search for Real Function | 731 |
MultiClassifier Systems MCSs of Remote Sensing Imagery | 740 |
Particle Swarm Optimization with Dynamic Dimension Crossover | 750 |
Stability Analysis of Discrete Hopfield Neural Networks with Weight | 760 |
Hybrid Ant Colony Algorithm and Its Application on Function | 769 |
RealWorld Applications | 778 |
An Efficient Self Routing Scheme by Using ParentChild Association | 785 |
Cryptanalysis of Transposition Cipher Using Simulated Annealing | 795 |
Driver Recognition Using Gaussian Mixture Models and Decision | 803 |
Fast Partial Distortion Elimination Algorithm Using Probability | 812 |
PSO Combined with ILS for FlowshopBased Parallel Task Assignment | 821 |
Target Localization for Autonomous Soccer Robot Based on Vision | 831 |
Urban Land Classification Research Based on Data Field | 841 |
Research and Design of Digital Synthesizer Based on MATLAB Chunjing Mao Yong Guan and Yongmei Liu | 849 |
| 858 | |
Altre edizioni - Visualizza tutto
Advances in Computation and Intelligence: Third International Symposium on ... Lishan Kang Anteprima limitata - 2008 |
Parole e frasi comuni
accuracy analysis application attribute average Berlin Heidelberg 2008 calculated China University classification clustering component convergence crossover cryptanalysis data set decision tree denotes detection Differential Evolution dimension dimensional distribution dynamic equation error evaluation evolutionary algorithm Evolutionary Computation experiments factor feature follows frequency function fuzzy gene Gene Expression Programming genetic algorithm global global optimal grey IEEE improved individual initial input ISICA iteration Kang Keywords layer learning rate linear LNCS LPcaML Machine Learning matrix method multi-objective mutation neural network neuron node nonlinear NSGA-II OBCGL obtained operator optimization problems output paper parameters Particle Swarm Optimization performance population prediction proposed random relevant logics sample selection shows signature simulation solution solve space Springer-Verlag Berlin Heidelberg step strategy structure Support Vector Machine Table Technology TFIDF tion transposition cipher University of Geosciences variables vector weight Wuhan Zhang