Computational Intelligence and Intelligent Systems: 5th International Symposium, ISICA 2010, Wuhan, China, October 22-24, 2010 Proceedings

ISBN-13: 9783642163876 / Angielski / Miękka / 2010 / 289 str.

Hengjian Tong; Zhuo Kang

Opis

This book constitutes the proceedings of the 5th International Symposium on Computational Intelligence and Intelligent Systems held in Wuhan, China, in October 2010.

Spis treści

Section I: Evolutionary Design.- A Concurrent-Hybrid Evolutionary Algorithm for Geometric Constraint Solving.- A New DEBP Algorithm and Its Application for Hematite Content Prediction.- Multi-resource Balanced Scheduling Optimization Based on Self-adaptive Genetic Algorithm.- Space-Time Variation Operator Set in Possibility Construction Space.- The Comparison and Analysis of GP, GEP and GEP_EDA in Modeling System.- Section II: Evolutionary Optimization.- A Multi-objective Optimization Evolutionary Algorithm with Better Performances on Multiple Indicators.- A New Evolutionary Algorithms for Global Numerical Optimization Based on Ito Process.- A New Multi-objective Optimization Evolutionary Algorithm Based on Geometrical Pareto Selection and Double Neighbored Crossover.- Measurements in Fast Evolutionary Programming.- Merging the Ranking and Selection into ITO Algorithm for Simulation Optimization.- Ranking Based Selection Genetic Algorithm for Capacity Flow Assignments.- Section III: Hybrid Algorithms.- An Efficient Genetic Algorithm for the Traveling Salesman Problem.- Constructing a Novel QoS Aggregated Model Based on KBPP.- Exploring the Effects of Lamarckian Evolution and Baldwin Effect in Differential Evolution.- Research of Spatial Data Interpolation Algorithm Based on SVR Optimization by GA.- Section IV: Intelligent Systems.- 3-D Numerical Finite Element Method of Tectonic Stress Field Simulation Based on Irregular Corner-Point Grid.- Agent-Based System Dynamic Integration Development Platform and Tools.- An Analysis of Asymmetrical Threshold Polling Systems.- Diffusion Research of Leaked Coal Gas in Steel Plants under Natural Ventilation Conditions.- Spatio-temporal Simulation of Epidemiological SIQR Model Based on the Multi-Agent System with Focus on Influenza A (H1N1).- The Research of Virtual Organization for Intelligent Sharing Based on Open Grid Service Architecture.- Section V: Particle Swarm Optimization.- A Comparative Study of Artificial Bee Colony, Bees Algorithms and Differential Evolution on Numerical Benchmark Problems.- A Self-adaptive Immune PSO Algorithm for Constrained Optimization Problems.- Crowding-Distance-Based Multi-objective Particle Swarm Optimization.- GA-ACO in Job-Shop Schedule Problem Research.- Research on Hybrid Improved PSO Algorithm.- Section VI: Predictive Modeling.- Combined with Improved Vicent Watershed and Dynamic Particle Clustering with Connected Constraints for Image Segmentation.- Feature Synthesis Algorithm Combined with k-NN Classifier for Spectral Data Classification.- Fuzzy Pattern Recognition Based on Generalized Euclidean Weight Distance Adjoined Degree and Its Application in Forecasting Hazard of Karst Collapse.- Improved Apriori Algorithm for Mining Association Rules of Many Diseases.- Improved Text Classification Technique to Acquire Job Opportunities for Disabled Persons.