Computational Intelligence and Intelligent Systems: 5th International Symposium, ISICA 2010, Wuhan, China, October 2010, Proceedings
by Cai, Zhihua; Tong, Hengjian; Kang, Zhuo; Liu, YongFormat: Paperback
Pub. Date: 2010-10-29
Publisher(s): Springer-Verlag New York Inc
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Summary
This book constitutes the proceedings of the 5th International Symposium on Computational Intelligence and Intelligent Systems held in Wuhan, China, in October 2010.
Table of Contents
| Evolutionary Design | |
| A Concurrent-Hybrid Evolutionary Algorithm for Geometric Constraint Solving | p. 1 |
| A New DEBP Algorithm and Its Application for Hematite Content Prediction | p. 11 |
| Multi-resource Balanced Scheduling Optimization Based on Self-adaptive Genetic Algorithm | p. 19 |
| Space-Time Variation Operator Set in Possibility Construction Space | p. 29 |
| The Comparison and Analysis of GP, GEP and GEP_EDA in Modeling System | p. 37 |
| Evolutionary Optimization | |
| A Multi-objective Optimization Evolutionary Algorithm with Better Performances on Multiple Indicators | p. 47 |
| A New Evolutionary Algorithms for Global Numerical Optimization Based on Ito Process | p. 57 |
| A New Multi-objective Optimization Evolutionary Algorithm Based on Geometrical Pareto Selection and Double Neighbored Crossover | p. 68 |
| Measurements in Fast Evolutionary Programming | p. 79 |
| Merging the Ranking and Selection into ITO Algorithm for Simulation Optimization | p. 87 |
| Ranking Based Selection Genetic Algorithm for Capacity Flow Assignments | p. 97 |
| Hybrid Algorithms | |
| An Efficient Genetic Algorithm for the Traveling Salesman Problem | p. 108 |
| Constructing a Novel QoS Aggregated Model Based on KBPP | p. 117 |
| Exploring the Effects of Lamarckian Evolution and Baldwin Effect in Differential Evolution | p. 127 |
| Research of Spatial Data Interpolation Algorithm Based on SVR Optimization by GA | p. 137 |
| Intelligent Systems | |
| 3-D Numerical Finite Element Method of Tectonic Stress Field Simulation Based on Irregular Corner-Point Grid | p. 146 |
| Agent-Based System Dynamic Integration Development Platform and Tools | p. 154 |
| An Analysis of Asymmetrical Threshold Polling Systems | p. 164 |
| Diffusion Research of Leaked Coal Gas in Steel Plants under Natural Ventilation Conditions | p. 173 |
| Spatio-temporal Simulation of Epidemiological SIQR Model Based on the Multi-Agent System with Focus on Influenza A (H1N1) | p. 180 |
| The Research of Virtual Organization for Intelligent Sharing Based on Open Grid Service Architecture | p. 190 |
| Particle Swarm Optimization | |
| A Comparative Study of Artificial Bee Colony, Bees Algorithms and Differential Evolution on Numerical Benchmark Problems | p. 198 |
| A Self-adaptive Immune PSO Algorithm for Constrained Optimization Problems | p. 208 |
| Crowding-Distance-Based Multi-objective Particle Swarm Optimization | p. 218 |
| GA-ACO in Job-Shop Schedule Problem Research | p. 226 |
| Research on Hybrid Improved PSO Algorithm | p. 234 |
| Predictive Modeling | |
| Combined with Improved Vicent Watershed and Dynamic Particle Clustering with Connected Constraints for Image Segmentation | p. 243 |
| Feature Synthesis Algorithm Combined with k-NN Classifier for Spectral Data Classification | p. 254 |
| Fuzzy Pattern Recognition Based on Generalized Euclidean Weight Distance Adjoined Degree and Its Application in Forecasting Hazard of Karst Collapse | p. 264 |
| Improved Apriori Algorithm for Mining Association Rules of Many Diseases | p. 272 |
| Improved Text Classification Technique to Acquire Job Opportunities for Disabled Persons | p. 280 |
| Author Index | p. 289 |
| Table of Contents provided by Ingram. All Rights Reserved. |
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