Advances in Computation and Intelligence : 5th International Symposium, ISICA 2010, Wuhan, China, October 22-24, 2010, Proceedings

by Liu, Jingnan; Hu, Chengyu; Kang, Zhuo; Liu, Yong

• ISBN13: 9783642164927
• ISBN10: 3642164927
• Edition: 1st
• Format: Paperback
• Copyright: 2011-07-14
• Publisher: Springer-Verlag New York Inc

Summary

Volumes CCIS 107 and LNCS 6382 constitute the proceedings of the 5th International Symposium, ISICA 2010, held in Wuhan, China, in October 2010.ISICA 2010 attracted 267 submissions and through rigorous reviews 53 papers were included in LNCS 6382.The papers are presented in sections on ANT colony and particle swarm optimization, differential evolution, distributed computing, genetic algorithms, multi-agent systems, multi-objective and dynamic optimization, robot intelligence, statistic learning and system design.

Table of Contents

Ant Colony and Particle Swarm Optimization
A Discrete PSO-Based Fault-Tolerant Topology Control Scheme in Wireless Sensor Networks	p. 1
Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System	p. 13
GPS Height Fitting Using Gene Expression Programming	p. 25
Parameter Evolution for a Particle Swarm Optimization Algorithm	p. 33
The Ant Colony Optimization Algorithm for Multiobjective Optimization Non-compensation Model Problem Staff Selection	p. 44
Differential Evolution
A New Self-adaption Differential Evolution Algorithm Based Component Model	p. 54
A Novel Interpolation Method Based on Differential Evolution-Simplex Algorithm Optimized Parameters for Support Vector Regression	p. 64
A Variant of Differential Evolution Based on Permutation Regulation Mechanism	p. 76
Differential Evolution Based Band Selection in Hyperspectral Data Classification	p. 86
Diversity Analysis of Opposition-Based Differential Evolution-An Experimental Study	p. 95
Hybrid Differential Evolution Algorithm with Chaos and Generalized Opposition-Based Learning	p. 103
Self-adapting Differential Evolution Algorithm with Chaos Random for Global Numerical Optimization	p. 112
Section III: Distributed Computing
A Concurrent-Hybrid Evolutionary Algorithms with Multi-child Differential Evolution and Guotao Algorithm Based on Cultural Algorithm Framework	p. 123
A Hierarchical Distributed Evolutionary Algorithm to TSP	p. 134
A New Distributed Node Localization Scheme Using a Mobile Beacon	p. 140
A Novel Multi-Population Genetic Algorithm for Multiple-Choice Multidimensional Knapsack Problems	p. 148
Comparative Analysis for k-Means Algorithms in Network Community Detection	p. 158
Framework for Distributed Evolutionary Algorithms in Computational Grids	p. 170
Genetic Algorithms
A Review of Tournament Selection in Genetic Programming	p. 181
Genetic Algorithm for Mixed Chinese Postman Problem	p. 193
Hybrid Evolutionary Algorithms Design Based on Their Advantages	p. 200
Hybridiz Optimization Genetic Algorithm for QOS-Based Multicast Routing Problem	p. 211
Retroviral Iterative Genetic Algorithm for Real Parameter Function Optimization Problems	p. 220
The RM-MEDA Based on Elitist Strategy	p. 229
Multi-agent Systems
A Proactive Perception Model in Agent-Based Software Integration and Evolution	p. 240
Algorithmic Trading Strategy Optimization Based on Mutual Information Entropy Based Clustering	p. 252
An Improved Similarity Algorithm Based on Hesitation Degree for User-Based Collaborative Filtering	p. 261
Intrusion Detection System Based on Support Vector Machine Active Learning and Data Fusion	p. 272
Long-Distant Pipeline Emergency Command Decision-Making System Based on Agent	p. 280
Sales Forecasting Based on ERP System through BP Neural Networks	p. 289
Multi-objective and Dynamic Optimization
Capacity Allocation Policy of Third Party Warehousing with Dynamic Optimization	p. 297
Dynamical Multi-objective Optimization Using Evolutionary Algorithm for Engineering	p. 304
Faster Convergence and Higher Hypervolume for Multi-objective Evolutionary Algorithms by Orthogonal and Uniform Design	p. 312
Multi-objective Fuzzy Clustering Method for Image Segmentation Based on Variable-Length Intelligent Optimization Algorithm	p. 329
Perspectives in Dynamic Optimization Evolutionary Algorithm	p. 338
Robot Intelligence
A Real Time Vision-Based Hand Gestures Recognition System	p. 349
A Virtual Robot Arm Model with Force Feedback and Contact States Identification	p. 359
Improving Reading Comprehension Using Knowledge Model	p. 370
Modular Robot Path Planning Using Genetic Algorithm Based on Gene Pool	p. 380
Pathfinder Based on Simulated Annealing for Solving Placement and Routing Problem	p. 390
Statistical Learning
Application of Data Mining in Multi-Geological-Factor Analysis	p. 402
Applying an Artificial Neural Network to Building Reconstruction	p. 412
Fast Dimension Reduction Based on NMF	p. 424
Frequent Words' Grammar Information in Chinese Chunking	p. 434
Multilabel Classification Using Error Correction Codes	p. 444
Test-Cost Sensitive Classification Using Greedy Algorithm on Training Data	p. 455
System Design
3-D Magnetotelluric Adaptive Finite-Element Modeling	p. 465
A Study on Modeling Evolutionary Antenna Based on ST-5 Antenna and NEC2	p. 474
A Synthesis of Four-Branch Microwave Antenna by Evolution Algorithm and Orthogonal Experiment	p. 487
Band Structures of Multilayer Films with Randomness	p. 496
Fast Principal Component Analysis Based on Hardware Architecture of Generalized Hebbian Algorithm	p. 505
The Data-Based Mathematical Modeling and Parameter Identification in JAK-STAT Signaling Pathway by Using a Hybrid Evolutionary Algorithm	p. 516
The Research on the Intelligent Interpreter for ISO 14649 Programs	p. 523
Author Index	p. 535
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