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9783642163876

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

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  • ISBN13:

    9783642163876

  • ISBN10:

    3642163874

  • Format: Paperback
  • Copyright: 2010-10-29
  • Publisher: Springer-Verlag New York Inc
  • Purchase Benefits
List Price: $139.00

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 Solvingp. 1
A New DEBP Algorithm and Its Application for Hematite Content Predictionp. 11
Multi-resource Balanced Scheduling Optimization Based on Self-adaptive Genetic Algorithmp. 19
Space-Time Variation Operator Set in Possibility Construction Spacep. 29
The Comparison and Analysis of GP, GEP and GEP_EDA in Modeling Systemp. 37
Evolutionary Optimization
A Multi-objective Optimization Evolutionary Algorithm with Better Performances on Multiple Indicatorsp. 47
A New Evolutionary Algorithms for Global Numerical Optimization Based on Ito Processp. 57
A New Multi-objective Optimization Evolutionary Algorithm Based on Geometrical Pareto Selection and Double Neighbored Crossoverp. 68
Measurements in Fast Evolutionary Programmingp. 79
Merging the Ranking and Selection into ITO Algorithm for Simulation Optimizationp. 87
Ranking Based Selection Genetic Algorithm for Capacity Flow Assignmentsp. 97
Hybrid Algorithms
An Efficient Genetic Algorithm for the Traveling Salesman Problemp. 108
Constructing a Novel QoS Aggregated Model Based on KBPPp. 117
Exploring the Effects of Lamarckian Evolution and Baldwin Effect in Differential Evolutionp. 127
Research of Spatial Data Interpolation Algorithm Based on SVR Optimization by GAp. 137
Intelligent Systems
3-D Numerical Finite Element Method of Tectonic Stress Field Simulation Based on Irregular Corner-Point Gridp. 146
Agent-Based System Dynamic Integration Development Platform and Toolsp. 154
An Analysis of Asymmetrical Threshold Polling Systemsp. 164
Diffusion Research of Leaked Coal Gas in Steel Plants under Natural Ventilation Conditionsp. 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 Architecturep. 190
Particle Swarm Optimization
A Comparative Study of Artificial Bee Colony, Bees Algorithms and Differential Evolution on Numerical Benchmark Problemsp. 198
A Self-adaptive Immune PSO Algorithm for Constrained Optimization Problemsp. 208
Crowding-Distance-Based Multi-objective Particle Swarm Optimizationp. 218
GA-ACO in Job-Shop Schedule Problem Researchp. 226
Research on Hybrid Improved PSO Algorithmp. 234
Predictive Modeling
Combined with Improved Vicent Watershed and Dynamic Particle Clustering with Connected Constraints for Image Segmentationp. 243
Feature Synthesis Algorithm Combined with k-NN Classifier for Spectral Data Classificationp. 254
Fuzzy Pattern Recognition Based on Generalized Euclidean Weight Distance Adjoined Degree and Its Application in Forecasting Hazard of Karst Collapsep. 264
Improved Apriori Algorithm for Mining Association Rules of Many Diseasesp. 272
Improved Text Classification Technique to Acquire Job Opportunities for Disabled Personsp. 280
Author Indexp. 289
Table of Contents provided by Ingram. All Rights Reserved.

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